reinforcement-learning

Documents about reinforcement-learning

• Adaptive Outer-Loop Control of Quadrotors via Reinforcement Learning#196461arXiv CS
• Reinforcement Learning without Ground-Truth Solutions can Improve LLMs#310795arXiv CS
• TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning#324877arXiv CS
• Statistical Efficiency and Inference of Quantile Distributional Reinforcement Learning#353070arXiv CS
• Directional Constraints for Efficient Exploration in Safe Reinforcement Learning#366256arXiv CS
• Adopting Reinforcement Learning with Verifiable Rewards for Molecular Generation#386890arXiv CS
• Sample Efficient Hierarchical Reinforcement Learning via Best Policy Identification#422271arXiv CS
• Stochastic Dynamics on Persistence Diagram Space via Reinforcement Learning#432519arXiv CS
• Imagination boosts strategy learning#435017OSF
• Le Critique: Privileged Value Functions for LLM Reinforcement Learning#459655arXiv CS
• Continuous-Time Reinforcement Learning for Controlled Hawkes Jump-Diffusions#467108arXiv CS
• Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio Optimization#632841arXiv CS
• Multi-step Proximal Policy Improvement in Offline Reinforcement Learning#639687arXiv CS
• Near-Optimal Reinforcement Learning with Multi-Step Transition Lookahead#673503arXiv CS
• Reflex-Informed Neuromuscular Reinforcement Learning for Muscle-Driven Locomotion#673513arXiv CS
• Learning Residual Kinematic Corrections for Continuous Neural Decoding via Reinforcement Learning#363275arXiv CS
• Learning Reach-Avoid Task with Reinforcement Learning: Vectorized Simulation and Benchmark#381749arXiv CS
• Connected Automated Vehicles as Emergent Control Agents: Reinforcement Learning for Cooperative Traffic Control in Urban Networks#168973DigitalCommons@Kennesaw State University
• PERANCANGAN FINANCIAL SAVING CHALLENGE DALAM MENINGKATKAN DAYA TARIK MENABUNG DENGAN MENGGUNAKAN METODE REINFORCEMENT LEARNING#250529International Journal of Applied Mathematics and Computing
• RPS: Information Elicitation with Reinforcement Prompt Selection#14045arXiv CS
• GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning#130757Papers With Code
• Learning to Cut: Reinforcement Learning for Benders Decomposition#168360arXiv CS
• Operator-Guided Invariance Learning for Continuous Reinforcement Learning#168362arXiv CS
• AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs#203134Papers With Code
• Reinforcement learning control of quantum error correction.#395987NCBI PubMed Central
• Decoupling Policy Extraction for Offline Reinforcement Learning#661051arXiv (OAI Expanded)
• Decoupling Policy Extraction for Offline Reinforcement Learning#662101arXiv (All)
• Teaching a Robot to Build Duplo Structures using Reinforcement Learning#359553WIReDSpace
• Applying Reinforcement Learning for Enhanced Cybersecurity against Adversarial Simulation#671957OpenAlex
• LongAct: Harnessing Intrinsic Activation Patterns for Long-Context Reinforcement Learning#19034arXiv CS
• Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data#120511arXiv CS
• SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning#138910arXiv CS
• Reinforcement Learning with Markov Risk Measures and Multipattern Risk Approximation#151738arXiv CS
• Sequential Design of Genetic Circuits Under Uncertainty With Reinforcement Learning#168338arXiv CS
• Transferable Delay-Aware Reinforcement Learning via Implicit Causal Graph Modeling#178903arXiv CS
• Superhuman Safe and Agile Racing through Multi-Agent Reinforcement Learning#216821arXiv CS
• Model-Free Reinforcement Learning Control for Resilient Cyber-Physical Systems#287154arXiv CS
• Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents#307025arXiv CS
• Staged Hybridisation for Visual Quantum Reinforcement Learning via Knowledge Distillation#321831arXiv CS
• CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents#343462arXiv CS
• A Minimalist Retargeting-Guided Reinforcement Learning Recipe for Dexterous Manipulation#363236arXiv CS
• DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning#381733arXiv CS
• TOUR: A Trajectory-Level Unlearning Benchmark for Offline Reinforcement Learning#394431arXiv CS
• Foundations of Reinforcement Learning and Control:Connections and New Perspectives#423975arXiv CS
• Diffusion Policy with Behavioral Advantage Correction for Offline Reinforcement Learning#423989arXiv CS
• Observation-Grounded Self-Predictive Reinforcement Learning for Visual Continuous Control#432552arXiv CS
• Removing Temporal Note Redundancy Improves Multimodal Reinforcement Learning for Medicine#458307arXiv CS
• Learning Stock Trading Policies via Barycenter-Based Adversarial Inverse Reinforcement Learning#616409arXiv (OAI Expanded)
• Learning Stock Trading Policies via Barycenter-Based Adversarial Inverse Reinforcement Learning#616909arXiv (All)
• Online Change-point Detection for Cooperative Multi-Agent Reinforcement Learning#660801arXiv CS