reinforcement-learning

Documents about reinforcement-learning

• Online Reinforcement Learning in the Met Office Unified Model through Distributed Model-Agent Coupling#632851arXiv CS
• Entropy-Regularized Rank-Masked Policy Optimization for Test-Time Reinforcement Learning in Code Generation#668023arXiv CS
• Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models#673525arXiv CS
• HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents#172743Papers With Code
• On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification#418970Papers With Code
• LEMUR: Learning to Align with Multi-Objective Reinforcement Learning from Preference Feedback#422286arXiv CS
• A causal reinforcement learning framework for reliable gene regulatory network inference.#610314NCBI PubMed Central
• Contraction-Aware Reinforcement Learning for Nonlinear Control with Statistical Robustness#611317arXiv (OAI Expanded)
• Contraction-Aware Reinforcement Learning for Nonlinear Control with Statistical Robustness#612794arXiv (All)
• Continuous Quantum Feedback Control via Kraus-Parameterized Belief Reinforcement Learning#616358arXiv (OAI Expanded)
• Continuous Quantum Feedback Control via Kraus-Parameterized Belief Reinforcement Learning#616858arXiv (All)
• Clinical risk-aware reinforcement learning for latency-constrained healthcare IoT scheduling.#662739NCBI PubMed Central
• Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective#664255arXiv (OAI Expanded)
• Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective#665755arXiv (All)
• You Can Learn Tokenization End-to-End with Reinforcement Learning#668428arXiv (OAI Expanded)
• You Can Learn Tokenization End-to-End with Reinforcement Learning#670493arXiv (All)
• Offline Reinforcement Learning for Adaptive Support in AI-Assisted Decision-Making.#678333NCBI PubMed Central
• Consciousness as Contextual Integration: A Predictive and Reinforcement Learning Account#88634PhilArchive
• Reward Hacking in Rubric-Based Reinforcement Learning#178907arXiv CS
• Augmenting Game AI with Deep Reinforcement Learning#290633arXiv CS
• ResidencyRL: Reinforcement Learning in Simulated Clinical Environments#440409arXiv CS
• Reinforcement Learning with Action Chunking Policies#642212eScholarship
• Adaptive federated reinforcement learning for critical realtime communications in UAV assisted vehicular networks#231600HAL (France)
• Deep Reinforcement Learning for Autonomous Underwater Navigation: A Comparative Study with DWA and Digital Twin Validation#246927HAL (France)
• Reinforcement learning for model transformations to support model-driven plug-and-play interoperability#326087HAL (France)
• Hybrid safe deep reinforcement learning and model predictive control for power distribution grids management system under uncertainties#643263HAL (France)
• Contribution of Learning Algorithms to Optimize Reconfigurable Manufacturing Systems#171561HAL (France)
• Sampling-Based Coordination-Informed Multi-Objective Multi-Robot Reinforcement Learning#452134HAL (France)
• Drowsiness-Aware Adaptive Autonomous Braking System based on Deep Reinforcement Learning for Enhanced Road Safety#14037arXiv CS
• Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning#14048arXiv CS
• Improving LLM-Generated Process Model Quality Through Reinforcement Learning: The Role of Reward Function Design#346509arXiv CS
• Time-Lag-Aware Deep Reinforcement Learning for Flexible Job-Shop Scheduling in PPVC Module Factories#363248arXiv CS
• SKooP: Symmetric Koopman Predictions for Faster and More Generalizable Legged Robot Locomotion with Reinforcement Learning#363260arXiv CS
• Hybrid-Adaptive Thread Tuning to Mitigate Simulation Execution Bottlenecks in High-Performance Reinforcement Learning Inference#432546arXiv CS
• Explore More, Drift Less: Outcome-Only Reinforcement Learning Can Suffice for Long-Horizon Interactive Agents#627711arXiv CS
• ENHANCING LOGISTICS BATTLE COMMAND FOR REINFORCEMENT LEARNING–ENABLED DECISION SUPPORT IN CONTESTED LOGISTICS ENVIRONMENTS#674611Calhoun
• SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning#128348arXiv (OAI)
• Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning#131220arXiv (OAI)
• Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning#131223arXiv (OAI)
• UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning#162980Papers With Code
• LearnAlign: Data Selection for LLM Reinforcement Learning with Improved Gradient Alignment#173312arXiv (OAI)
• Survey on reinforcement learning for language processing#176446arXiv Biology
• Survey on reinforcement learning for language processing#176930arXiv (OAI)
• Near-Optimal Sample Complexities of Divergence-based S-rectangular Distributionally Robust Reinforcement Learning#177060arXiv (OAI)
• Survey on reinforcement learning for language processing#177184arXiv (OAI Expanded)
• Survey on reinforcement learning for language processing#177664arXiv
• Learning Selective Merge Policies for Deadline-Constrained Coded Caching via Deep Reinforcement Learning#196437arXiv CS
• SyntheMol-RL: a flexible reinforcement learning framework for designing easily synthesizable antibiotics.#258154NCBI PubMed Central
• A digital twin-based comparative reinforcement learning framework for personalized behavioral recommendation.#358306NCBI PubMed Central
• Design of Synthesizable PROTACs through Synthesis Constrained Generative Model and Reinforcement Learning.#415406NCBI PubMed Central