Reinforcement Learning - 2024-10
Reinforcement Learning - 2024-10
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-10-31 | EgoMimic: Scaling Imitation Learning via Egocentric Video | Simar Kareer et.al. | 2410.24221 | translate | read | link |
| 2024-10-31 | Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use | Jiajun Xi et.al. | 2410.24218 | translate | read | link |
| 2024-10-31 | ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs | Yuchen Yang et.al. | 2410.24214 | translate | read | null |
| 2024-10-31 | Zonal RL-RRT: Integrated RL-RRT Path Planning with Collision Probability and Zone Connectivity | AmirMohammad Tahmasbi et.al. | 2410.24205 | translate | read | link |
| 2024-10-31 | DexMimicGen: Automated Data Generation for Bimanual Dexterous Manipulation via Imitation Learning | Zhenyu Jiang et.al. | 2410.24185 | translate | read | null |
| 2024-10-31 | Language-Driven Policy Distillation for Cooperative Driving in Multi-Agent Reinforcement Learning | Jiaqi Liu et.al. | 2410.24152 | translate | read | null |
| 2024-10-31 | Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers | Kai Yan et.al. | 2410.24108 | translate | read | link |
| 2024-10-31 | Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning | Nabil Omi et.al. | 2410.24096 | translate | read | null |
| 2024-10-31 | 3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing | Binghao Huang et.al. | 2410.24091 | translate | read | null |
| 2024-10-31 | Demystifying Linear MDPs and Novel Dynamics Aggregation Framework | Joongkyu Lee et.al. | 2410.24089 | translate | read | null |
| 2024-10-30 | Keypoint Abstraction using Large Models for Object-Relative Imitation Learning | Xiaolin Fang et.al. | 2410.23254 | translate | read | null |
| 2024-10-30 | Carrot and Stick: Eliciting Comparison Data and Beyond | Yiling Chen et.al. | 2410.23243 | translate | read | null |
| 2024-10-30 | A little less conversation, a little more action, please: Investigating the physical common-sense of LLMs in a 3D embodied environment | Matteo G. Mecattaf et.al. | 2410.23242 | translate | read | null |
| 2024-10-30 | COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences | Yixin Liu et.al. | 2410.23223 | translate | read | link |
| 2024-10-31 | Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval | Sheryl Hsu et.al. | 2410.23214 | translate | read | null |
| 2024-10-30 | Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks | Michael Matthews et.al. | 2410.23208 | translate | read | null |
| 2024-10-30 | Energy-Efficient Intra-Domain Network Slicing for Multi-Layer Orchestration in Intelligent-Driven Distributed 6G Networks: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning | Navideh Ghafouri et.al. | 2410.23161 | translate | read | null |
| 2024-10-30 | VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Yichao Liang et.al. | 2410.23156 | translate | read | null |
| 2024-10-30 | From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks | Haiyuan Li et.al. | 2410.23086 | translate | read | null |
| 2024-10-30 | Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptation | Samuele Peri et.al. | 2410.23031 | translate | read | null |
| 2024-10-29 | Environment as Policy: Learning to Race in Unseen Tracks | Hongze Wang et.al. | 2410.22308 | translate | read | null |
| 2024-10-29 | EconoJax: A Fast & Scalable Economic Simulation in Jax | Koen Ponse et.al. | 2410.22165 | translate | read | link |
| 2024-10-29 | Learning Successor Features the Simple Way | Raymond Chua et.al. | 2410.22133 | translate | read | null |
| 2024-10-29 | PC-Gym: Benchmark Environments For Process Control Problems | Maximilian Bloor et.al. | 2410.22093 | translate | read | null |
| 2024-10-29 | PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference | Kendong Liu et.al. | 2410.21966 | translate | read | null |
| 2024-10-29 | Human-Readable Programs as Actors of Reinforcement Learning Agents Using Critic-Moderated Evolution | Senne Deproost et.al. | 2410.21940 | translate | read | link |
| 2024-10-29 | Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning | Jianlan Luo et.al. | 2410.21845 | translate | read | link |
| 2024-10-29 | Robot Policy Learning with Temporal Optimal Transport Reward | Yuwei Fu et.al. | 2410.21795 | translate | read | link |
| 2024-10-29 | Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem | Shaan Ul Haque et.al. | 2410.21704 | translate | read | null |
| 2024-10-29 | Sequential choice in ordered bundles | Rajeev Kohli et.al. | 2410.21670 | translate | read | null |
| 2024-10-28 | LongReward: Improving Long-context Large Language Models with AI Feedback | Jiajie Zhang et.al. | 2410.21252 | translate | read | link |
| 2024-10-28 | Quantum Reinforcement Learning-Based Two-Stage Unit Commitment Framework for Enhanced Power Systems Robustness | Xiang Wei et.al. | 2410.21240 | translate | read | null |
| 2024-10-28 | Offline Reinforcement Learning With Combinatorial Action Spaces | Matthew Landers et.al. | 2410.21151 | translate | read | null |
| 2024-10-28 | Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization | Nico Meyer et.al. | 2410.21117 | translate | read | link |
| 2024-10-28 | Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment | Yi Zheng et.al. | 2410.21109 | translate | read | null |
| 2024-10-28 | Stronger Regret Bounds for Safe Online Reinforcement Learning in the Linear Quadratic Regulator | Benjamin Schiffer et.al. | 2410.21081 | translate | read | null |
| 2024-10-28 | Getting By Goal Misgeneralization With a Little Help From a Mentor | Tu Trinh et.al. | 2410.21052 | translate | read | null |
| 2024-10-28 | FairStream: Fair Multimedia Streaming Benchmark for Reinforcement Learning Agents | Jannis Weil et.al. | 2410.21029 | translate | read | null |
| 2024-10-28 | Reference-Free Formula Drift with Reinforcement Learning: From Driving Data to Tire Energy-Inspired, Real-World Policies | Franck Djeumou et.al. | 2410.20990 | translate | read | null |
| 2024-10-28 | BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks | Yunhan Zhao et.al. | 2410.20971 | translate | read | null |
| 2024-10-25 | Adversarial Environment Design via Regret-Guided Diffusion Models | Hojun Chung et.al. | 2410.19715 | translate | read | null |
| 2024-10-25 | DA-VIL: Adaptive Dual-Arm Manipulation with Reinforcement Learning and Variable Impedance Control | Md Faizal Karim et.al. | 2410.19712 | translate | read | null |
| 2024-10-25 | MILES: Making Imitation Learning Easy with Self-Supervision | Georgios Papagiannis et.al. | 2410.19693 | translate | read | null |
| 2024-10-25 | Automated generation of photonic circuits for Bell tests with homodyne measurements | Corentin Lanore et.al. | 2410.19670 | translate | read | null |
| 2024-10-25 | MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services | Hongjia Wu et.al. | 2410.19665 | translate | read | null |
| 2024-10-25 | Shared Control with Black Box Agents using Oracle Queries | Inbal Avraham et.al. | 2410.19612 | translate | read | null |
| 2024-10-25 | OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization | Hongliang He et.al. | 2410.19609 | translate | read | link |
| 2024-10-25 | Diverse Sign Language Translation | Xin Shen et.al. | 2410.19586 | translate | read | null |
| 2024-10-25 | Robotic Learning in your Backyard: A Neural Simulator from Open Source Components | Liyou Zhou et.al. | 2410.19564 | translate | read | null |
| 2024-10-25 | AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design | Francisco Erivaldo Fernandes Junior et.al. | 2410.19528 | translate | read | null |
| 2024-10-24 | SkillMimicGen: Automated Demonstration Generation for Efficient Skill Learning and Deployment | Caelan Garrett et.al. | 2410.18907 | translate | read | null |
| 2024-10-24 | Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks | Graziano A. Manduzio et.al. | 2410.18890 | translate | read | null |
| 2024-10-24 | Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences | Weijian Luo et.al. | 2410.18881 | translate | read | null |
| 2024-10-24 | Learning Collusion in Episodic, Inventory-Constrained Markets | Paul Friedrich et.al. | 2410.18871 | translate | read | null |
| 2024-10-24 | Towards Visual Text Design Transfer Across Languages | Yejin Choi et.al. | 2410.18823 | translate | read | null |
| 2024-10-24 | PointPatchRL – Masked Reconstruction Improves Reinforcement Learning on Point Clouds | Balázs Gyenes et.al. | 2410.18800 | translate | read | null |
| 2024-10-24 | Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions | Peizheng Li et.al. | 2410.18793 | translate | read | null |
| 2024-10-24 | Data Scaling Laws in Imitation Learning for Robotic Manipulation | Fanqi Lin et.al. | 2410.18647 | translate | read | link |
| 2024-10-24 | Multi-agent cooperation through learning-aware policy gradients | Alexander Meulemans et.al. | 2410.18636 | translate | read | null |
| 2024-10-24 | Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains | Niki Kotecha et.al. | 2410.18631 | translate | read | null |
| 2024-10-23 | Prioritized Generative Replay | Renhao Wang et.al. | 2410.18082 | translate | read | null |
| 2024-10-23 | Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration | Max Wilcoxson et.al. | 2410.18076 | translate | read | link |
| 2024-10-23 | SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation | Zihan Zhou et.al. | 2410.18065 | translate | read | null |
| 2024-10-23 | Cross-lingual Transfer of Reward Models in Multilingual Alignment | Jiwoo Hong et.al. | 2410.18027 | translate | read | link |
| 2024-10-23 | Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement Learning | Nguyen Van Huynh et.al. | 2410.17971 | translate | read | null |
| 2024-10-23 | Slot: Provenance-Driven APT Detection through Graph Reinforcement Learning | Wei Qiao et.al. | 2410.17910 | translate | read | null |
| 2024-10-23 | Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic Modularity | Philip Amortila et.al. | 2410.17904 | translate | read | null |
| 2024-10-23 | Scalable Offline Reinforcement Learning for Mean Field Games | Axel Brunnbauer et.al. | 2410.17898 | translate | read | null |
| 2024-10-23 | Learning Versatile Skills with Curriculum Masking | Yao Tang et.al. | 2410.17744 | translate | read | link |
| 2024-10-23 | Optimizing Load Scheduling in Power Grids Using Reinforcement Learning and Markov Decision Processes | Dongwen Luo et.al. | 2410.17696 | translate | read | null |
| 2024-10-22 | Few-shot In-Context Preference Learning Using Large Language Models | Chao Yu et.al. | 2410.17233 | translate | read | null |
| 2024-10-22 | DyPNIPP: Predicting Environment Dynamics for RL-based Robust Informative Path Planning | Srujan Deolasee et.al. | 2410.17186 | translate | read | null |
| 2024-10-22 | Reinforcement learning on structure-conditioned categorical diffusion for protein inverse folding | Yasha Ektefaie et.al. | 2410.17173 | translate | read | link |
| 2024-10-22 | Reinforcement Learning for Data-Driven Workflows in Radio Interferometry. I. Principal Demonstration in Calibration | Brian M. Kirk et.al. | 2410.17135 | translate | read | null |
| 2024-10-22 | Exploring RL-based LLM Training for Formal Language Tasks with Programmed Rewards | Alexander G. Padula et.al. | 2410.17126 | translate | read | link |
| 2024-10-22 | Science Out of Its Ivory Tower: Improving Accessibility with Reinforcement Learning | Haining Wang et.al. | 2410.17088 | translate | read | link |
| 2024-10-22 | Delay-Constrained Grant-Free Random Access in MIMO Systems: Distributed Pilot Allocation and Power Control | Jianan Bai et.al. | 2410.17068 | translate | read | null |
| 2024-10-22 | Optimal Design for Reward Modeling in RLHF | Antoine Scheid et.al. | 2410.17055 | translate | read | null |
| 2024-10-22 | Proleptic Temporal Ensemble for Improving the Speed of Robot Tasks Generated by Imitation Learning | Hyeonjun Park et.al. | 2410.16981 | translate | read | null |
| 2024-10-22 | Safe Load Balancing in Software-Defined-Networking | Lam Dinh et.al. | 2410.16846 | translate | read | null |
| 2024-10-21 | Improve Vision Language Model Chain-of-thought Reasoning | Ruohong Zhang et.al. | 2410.16198 | translate | read | link |
| 2024-10-21 | RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style | Yantao Liu et.al. | 2410.16184 | translate | read | link |
| 2024-10-21 | SMART: Self-learning Meta-strategy Agent for Reasoning Tasks | Rongxing Liu et.al. | 2410.16128 | translate | read | link |
| 2024-10-21 | Statistical Inference for Temporal Difference Learning with Linear Function Approximation | Weichen Wu et.al. | 2410.16106 | translate | read | null |
| 2024-10-21 | A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models | Yue Deng et.al. | 2410.16024 | translate | read | link |
| 2024-10-21 | Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality | Raghav Bongole et.al. | 2410.16013 | translate | read | null |
| 2024-10-21 | ARCADE: Scalable Demonstration Collection and Generation via Augmented Reality for Imitation Learning | Yue Yang et.al. | 2410.15994 | translate | read | null |
| 2024-10-21 | Learning Quadrotor Control From Visual Features Using Differentiable Simulation | Johannes Heeg et.al. | 2410.15979 | translate | read | null |
| 2024-10-21 | Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning | Hanlin Yang et.al. | 2410.15910 | translate | read | null |
| 2024-10-21 | FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL | Woosung Koh et.al. | 2410.15876 | translate | read | link |
| 2024-10-18 | Online Reinforcement Learning with Passive Memory | Anay Pattanaik et.al. | 2410.14665 | translate | read | null |
| 2024-10-18 | A Large Language Model-Driven Reward Design Framework via Dynamic Feedback for Reinforcement Learning | Shengjie Sun et.al. | 2410.14660 | translate | read | null |
| 2024-10-18 | Harnessing Causality in Reinforcement Learning With Bagged Decision Times | Daiqi Gao et.al. | 2410.14659 | translate | read | null |
| 2024-10-18 | Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments | Mariusz Wisniewski et.al. | 2410.14616 | translate | read | link |
| 2024-10-18 | Streaming Deep Reinforcement Learning Finally Works | Mohamed Elsayed et.al. | 2410.14606 | translate | read | link |
| 2024-10-18 | Reinforcement Learning in Non-Markov Market-Making | Luca Lalor et.al. | 2410.14504 | translate | read | null |
| 2024-10-18 | Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping | Kavinayan P. Sivakumar et.al. | 2410.14484 | translate | read | null |
| 2024-10-18 | DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation | Junjie Wu et.al. | 2410.14481 | translate | read | null |
| 2024-10-18 | From Simple to Complex: Knowledge Transfer in Safe and Efficient Reinforcement Learning for Autonomous Driving | Rongliang Zhou et.al. | 2410.14468 | translate | read | null |
| 2024-10-18 | MARLIN: Multi-Agent Reinforcement Learning Guided by Language-Based Inter-Robot Negotiation | Toby Godfrey et.al. | 2410.14383 | translate | read | null |
| 2024-10-17 | Diffusing States and Matching Scores: A New Framework for Imitation Learning | Runzhe Wu et.al. | 2410.13855 | translate | read | link |
| 2024-10-17 | ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization | Chen Bo Calvin Zhang et.al. | 2410.13837 | translate | read | link |
| 2024-10-17 | A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement | Hui Yuan et.al. | 2410.13828 | translate | read | link |
| 2024-10-17 | Guided Reinforcement Learning for Robust Multi-Contact Loco-Manipulation | Jean-Pierre Sleiman et.al. | 2410.13817 | translate | read | null |
| 2024-10-17 | Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible? | Argyrios Gerogiannis et.al. | 2410.13772 | translate | read | null |
| 2024-10-17 | Transformer Guided Coevolution: Improved Team Formation in Multiagent Adversarial Games | Pranav Rajbhandari et.al. | 2410.13769 | translate | read | null |
| 2024-10-17 | Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design | Chenyu Wang et.al. | 2410.13643 | translate | read | link |
| 2024-10-17 | Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines | Jesus Garcia Fernandez et.al. | 2410.13563 | translate | read | null |
| 2024-10-17 | Contracting With a Reinforcement Learning Agent by Playing Trick or Treat | Matteo Bollini et.al. | 2410.13520 | translate | read | null |
| 2024-10-17 | Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning | Yoav Alon et.al. | 2410.13501 | translate | read | null |
| 2024-10-16 | Neural-based Control for CubeSat Docking Maneuvers | Matteo Stoisa et.al. | 2410.12703 | translate | read | null |
| 2024-10-16 | Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach | Henrique Donâncio et.al. | 2410.12598 | translate | read | null |
| 2024-10-16 | Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving | Sihao Wu et.al. | 2410.12568 | translate | read | null |
| 2024-10-16 | Spectrum Sharing using Deep Reinforcement Learning in Vehicular Networks | Riya Dinesh Deshpande et.al. | 2410.12521 | translate | read | null |
| 2024-10-16 | Insights from the Inverse: Reconstructing LLM Training Goals Through Inverse RL | Jared Joselowitz et.al. | 2410.12491 | translate | read | null |
| 2024-10-16 | SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling | Loris Gaven et.al. | 2410.12481 | translate | read | null |
| 2024-10-16 | Sharpness-Aware Black-Box Optimization | Feiyang Ye et.al. | 2410.12457 | translate | read | null |
| 2024-10-16 | AoI-Aware Resource Allocation for Smart Multi-QoS Provisioning | Jingqing Wang et.al. | 2410.12384 | translate | read | null |
| 2024-10-16 | PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking | Markus J. Buehler et.al. | 2410.12375 | translate | read | link |
| 2024-10-16 | GAN Based Top-Down View Synthesis in Reinforcement Learning Environments | Usama Younus et.al. | 2410.12372 | translate | read | null |
| 2024-10-15 | Molecular Quantum Control Algorithm Design by Reinforcement Learning | Anastasia Pipi et.al. | 2410.11839 | translate | read | null |
| 2024-10-15 | Mitigating Suboptimality of Deterministic Policy Gradients in Complex Q-functions | Ayush Jain et.al. | 2410.11833 | translate | read | null |
| 2024-10-15 | Learning Smooth Humanoid Locomotion through Lipschitz-Constrained Policies | Zixuan Chen et.al. | 2410.11825 | translate | read | null |
| 2024-10-15 | Solving The Dynamic Volatility Fitting Problem: A Deep Reinforcement Learning Approach | Emmanuel Gnabeyeu et.al. | 2410.11789 | translate | read | null |
| 2024-10-15 | Zero-shot Model-based Reinforcement Learning using Large Language Models | Abdelhakim Benechehab et.al. | 2410.11711 | translate | read | link |
| 2024-10-15 | BlendRL: A Framework for Merging Symbolic and Neural Policy Learning | Hikaru Shindo et.al. | 2410.11689 | translate | read | null |
| 2024-10-15 | Understanding Likelihood Over-optimisation in Direct Alignment Algorithms | Zhengyan Shi et.al. | 2410.11677 | translate | read | null |
| 2024-10-15 | Safety Filtering While Training: Improving the Performance and Sample Efficiency of Reinforcement Learning Agents | Federico Pizarro Bejarano et.al. | 2410.11671 | translate | read | link |
| 2024-10-15 | Improve Value Estimation of Q Function and Reshape Reward with Monte Carlo Tree Search | Jiamian Li et.al. | 2410.11642 | translate | read | null |
| 2024-10-15 | DeformPAM: Data-Efficient Learning for Long-horizon Deformable Object Manipulation via Preference-based Action Alignment | Wendi Chen et.al. | 2410.11584 | translate | read | link |
| 2024-10-14 | Adaptive Diffusion Terrain Generator for Autonomous Uneven Terrain Navigation | Youwei Yu et.al. | 2410.10766 | translate | read | null |
| 2024-10-14 | Online Statistical Inference for Time-varying Sample-averaged Q-learning | Saunak Kumar Panda et.al. | 2410.10737 | translate | read | null |
| 2024-10-14 | Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach | Rory Young et.al. | 2410.10674 | translate | read | null |
| 2024-10-14 | Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning | William A. Stigall et.al. | 2410.10660 | translate | read | null |
| 2024-10-14 | DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation | James R. Han et.al. | 2410.10646 | translate | read | null |
| 2024-10-14 | Traversability-Aware Legged Navigation by Learning from Real-World Visual Data | Hongbo Zhang et.al. | 2410.10621 | translate | read | null |
| 2024-10-14 | Online waveform selection for cognitive radar | Thulasi Tholeti et.al. | 2410.10591 | translate | read | null |
| 2024-10-14 | STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack | Naman Gupta et.al. | 2410.10584 | translate | read | null |
| 2024-10-14 | Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes | Juan Sebastian Rojas et.al. | 2410.10578 | translate | read | null |
| 2024-10-14 | Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation | Kemal Davaslioglu et.al. | 2410.10521 | translate | read | null |
| 2024-10-11 | Hierarchical Universal Value Function Approximators | Rushiv Arora et.al. | 2410.08997 | translate | read | null |
| 2024-10-11 | Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control | Devdhar Patel et.al. | 2410.08979 | translate | read | null |
| 2024-10-11 | MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL | Claas A Voelcker et.al. | 2410.08896 | translate | read | null |
| 2024-10-11 | Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient | Wenlong Wang et.al. | 2410.08893 | translate | read | link |
| 2024-10-11 | Adaptive optimization of wave energy conversion in oscillatory wave surge converters via SPH simulation and deep reinforcement learning | Mai Ye et.al. | 2410.08871 | translate | read | null |
| 2024-10-11 | Can we hop in general? A discussion of benchmark selection and design using the Hopper environment | Claas A Voelcker et.al. | 2410.08870 | translate | read | null |
| 2024-10-11 | Hybrid LLM-DDQN based Joint Optimization of V2I Communication and Autonomous Driving | Zijiang Yan et.al. | 2410.08854 | translate | read | null |
| 2024-10-11 | Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback | Michelle Zhao et.al. | 2410.08852 | translate | read | null |
| 2024-10-11 | Public Transport Network Design for Equality of Accessibility via Message Passing Neural Networks and Reinforcement Learning | Duo Wang et.al. | 2410.08841 | translate | read | null |
| 2024-10-11 | SOLD: Reinforcement Learning with Slot Object-Centric Latent Dynamics | Malte Mosbach et.al. | 2410.08822 | translate | read | null |
| 2024-10-10 | GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment | Yuancheng Xu et.al. | 2410.08193 | translate | read | null |
| 2024-10-10 | Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning | Amrith Setlur et.al. | 2410.08146 | translate | read | null |
| 2024-10-10 | VerifierQ: Enhancing LLM Test Time Compute with Q-Learning-based Verifiers | Jianing Qi et.al. | 2410.08048 | translate | read | null |
| 2024-10-10 | Probabilistic Satisfaction of Temporal Logic Constraints in Reinforcement Learning via Adaptive Policy-Switching | Xiaoshan Lin et.al. | 2410.08022 | translate | read | null |
| 2024-10-10 | Neuroplastic Expansion in Deep Reinforcement Learning | Jiashun Liu et.al. | 2410.07994 | translate | read | null |
| 2024-10-10 | Variational Inequality Methods for Multi-Agent Reinforcement Learning: Performance and Stability Gains | Baraah A. M. Sidahmed et.al. | 2410.07976 | translate | read | null |
| 2024-10-10 | AI Surrogate Model for Distributed Computing Workloads | David K. Park et.al. | 2410.07940 | translate | read | null |
| 2024-10-10 | Offline Hierarchical Reinforcement Learning via Inverse Optimization | Carolin Schmidt et.al. | 2410.07933 | translate | read | null |
| 2024-10-10 | Efficient Reinforcement Learning with Large Language Model Priors | Xue Yan et.al. | 2410.07927 | translate | read | null |
| 2024-10-10 | Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task Complexity | Arash Khajooeinejad et.al. | 2410.07921 | translate | read | link |
| 2024-10-09 | One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation | Fabian Paischer et.al. | 2410.07170 | translate | read | null |
| 2024-10-09 | Retrieval-Augmented Decision Transformer: External Memory for In-context RL | Thomas Schmied et.al. | 2410.07071 | translate | read | null |
| 2024-10-09 | Safe Reinforcement Learning Filter for Multicopter Collision-Free Tracking under disturbances | Qihan Qi et.al. | 2410.06852 | translate | read | null |
| 2024-10-09 | A Safety Modulator Actor-Critic Method in Model-Free Safe Reinforcement Learning and Application in UAV Hovering | Qihan Qi et.al. | 2410.06847 | translate | read | null |
| 2024-10-09 | Transfer Learning for a Class of Cascade Dynamical Systems | Shima Rabiei et.al. | 2410.06828 | translate | read | null |
| 2024-10-09 | Deep End-to-End Survival Analysis with Temporal Consistency | Mariana Vargas Vieyra et.al. | 2410.06786 | translate | read | null |
| 2024-10-09 | Q-WSL:Leveraging Dynamic Programming for Weighted Supervised Learning in Goal-conditioned RL | Xing Lei et.al. | 2410.06648 | translate | read | null |
| 2024-10-09 | Variations in Multi-Agent Actor-Critic Frameworks for Joint Optimizations in UAV Swarm Networks: Recent Evolution, Challenges, and Directions | Muhammad Morshed Alam et.al. | 2410.06627 | translate | read | null |
| 2024-10-09 | Effective Exploration Based on the Structural Information Principles | Xianghua Zeng et.al. | 2410.06621 | translate | read | null |
| 2024-10-09 | Disturbance Observer-based Control Barrier Functions with Residual Model Learning for Safe Reinforcement Learning | Dvij Kalaria et.al. | 2410.06570 | translate | read | null |
| 2024-10-07 | DART: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control | Kaifeng Zhao et.al. | 2410.05260 | translate | read | null |
| 2024-10-07 | SePPO: Semi-Policy Preference Optimization for Diffusion Alignment | Daoan Zhang et.al. | 2410.05255 | translate | read | link |
| 2024-10-07 | ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control | Ehsan Futuhi et.al. | 2410.05225 | translate | read | null |
| 2024-10-07 | Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing | Shavbo Salehi et.al. | 2410.05153 | translate | read | null |
| 2024-10-07 | PAMLR: A Passive-Active Multi-Armed Bandit-Based Solution for LoRa Channel Allocation | Jihoon Yun et.al. | 2410.05147 | translate | read | null |
| 2024-10-07 | Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning | Ayano Hiranaka et.al. | 2410.05116 | translate | read | null |
| 2024-10-07 | AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and Tree Search | Wei Tang et.al. | 2410.05115 | translate | read | null |
| 2024-10-07 | Reinforcement Learning Control for Autonomous Hydraulic Material Handling Machines with Underactuated Tools | Filippo A. Spinelli et.al. | 2410.05093 | translate | read | null |
| 2024-10-07 | HE-Drive: Human-Like End-to-End Driving with Vision Language Models | Junming Wang et.al. | 2410.05051 | translate | read | null |
| 2024-10-07 | Active Fine-Tuning of Generalist Policies | Marco Bagatella et.al. | 2410.05026 | translate | read | null |
| 2024-10-04 | Learning Humanoid Locomotion over Challenging Terrain | Ilija Radosavovic et.al. | 2410.03654 | translate | read | null |
| 2024-10-04 | Aligning LLMs with Individual Preferences via Interaction | Shujin Wu et.al. | 2410.03642 | translate | read | link |
| 2024-10-04 | Robust Offline Imitation Learning from Diverse Auxiliary Data | Udita Ghosh et.al. | 2410.03626 | translate | read | null |
| 2024-10-04 | Open-World Reinforcement Learning over Long Short-Term Imagination | Jiajian Li et.al. | 2410.03618 | translate | read | null |
| 2024-10-04 | Training on more Reachable Tasks for Generalisation in Reinforcement Learning | Max Weltevrede et.al. | 2410.03565 | translate | read | null |
| 2024-10-04 | GAP-RL: Grasps As Points for RL Towards Dynamic Object Grasping | Pengwei Xie et.al. | 2410.03509 | translate | read | null |
| 2024-10-04 | STREAMS: An Assistive Multimodal AI Framework for Empowering Biosignal Based Robotic Controls | Ali Rabiee et.al. | 2410.03486 | translate | read | null |
| 2024-10-04 | Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computin | Mohammad Parsa Toopchinezhad et.al. | 2410.03472 | translate | read | null |
| 2024-10-04 | CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control | Guy Tevet et.al. | 2410.03441 | translate | read | link |
| 2024-10-04 | ToolGen: Unified Tool Retrieval and Calling via Generation | Renxi Wang et.al. | 2410.03439 | translate | read | link |
| 2024-10-03 | ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI | Ahmad Elawady et.al. | 2410.02751 | translate | read | link |
| 2024-10-03 | MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions | Yekun Chai et.al. | 2410.02743 | translate | read | link |
| 2024-10-03 | DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects | Zhaowei Wang et.al. | 2410.02730 | translate | read | link |
| 2024-10-03 | Grounded Answers for Multi-agent Decision-making Problem through Generative World Model | Zeyang Liu et.al. | 2410.02664 | translate | read | null |
| 2024-10-03 | Beyond Expected Returns: A Policy Gradient Algorithm for Cumulative Prospect Theoretic Reinforcement Learning | Olivier Lepel et.al. | 2410.02605 | translate | read | null |
| 2024-10-03 | Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance | Joshua McClellan et.al. | 2410.02581 | translate | read | null |
| 2024-10-03 | Machine Learning Approaches for Active Queue Management: A Survey, Taxonomy, and Future Directions | Mohammad Parsa Toopchinezhad et.al. | 2410.02563 | translate | read | null |
| 2024-10-03 | Semantic-Guided RL for Interpretable Feature Engineering | Mohamed Bouadi et.al. | 2410.02519 | translate | read | null |
| 2024-10-03 | Learning Emergence of Interaction Patterns across Independent RL Agents in Multi-Agent Environments | Vasanth Reddy Baddam et.al. | 2410.02516 | translate | read | null |
| 2024-10-03 | A Hitchhiker’s Guide To Active Motion | Tobias Plasczyk et.al. | 2410.02515 | translate | read | null |
| 2024-10-02 | Bellman Diffusion: Generative Modeling as Learning a Linear Operator in the Distribution Space | Yangming Li et.al. | 2410.01796 | translate | read | null |
| 2024-10-02 | Open Human-Robot Collaboration using Decentralized Inverse Reinforcement Learning | Prasanth Sengadu Suresh et.al. | 2410.01790 | translate | read | null |
| 2024-10-02 | Investigating on RLHF methodology | Alexey Kutalev et.al. | 2410.01789 | translate | read | null |
| 2024-10-02 | Social coordination perpetuates stereotypic expectations and behaviors across generations in deep multi-agent reinforcement learning | Rebekah A. Gelpí et.al. | 2410.01763 | translate | read | null |
| 2024-10-02 | PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation | Mohammadamin Davoodabadi et.al. | 2410.01745 | translate | read | null |
| 2024-10-02 | Mimicking Human Intuition: Cognitive Belief-Driven Q-Learning | Xingrui Gu et.al. | 2410.01739 | translate | read | null |
| 2024-10-02 | Evaluating Robustness of Reward Models for Mathematical Reasoning | Sunghwan Kim et.al. | 2410.01729 | translate | read | null |
| 2024-10-02 | Performant, Memory Efficient and Scalable Multi-Agent Reinforcement Learning | Omayma Mahjoub et.al. | 2410.01706 | translate | read | null |
| 2024-10-02 | VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment | Amirhossein Kazemnejad et.al. | 2410.01679 | translate | read | link |
| 2024-10-02 | Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning | Jason Piquenot et.al. | 2410.01661 | translate | read | null |
| 2024-10-01 | Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization | Osama Mustafa et.al. | 2409.20340 | translate | read | null |
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