reinforcement-learning

Documents about reinforcement-learning

• CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++#478109CiNii
• Eligibility Propagation to Speed up Time Hopping for Reinforcement Learning#478179CiNii
• Ensuring Monotonic Policy Improvement in Entropy-regularized Value-based Reinforcement Learning#478231CiNii
• Learning from Unreachable Rewards: Hint-Conditioned Reinforcement Learning for Generative Recommendation#608985arXiv (OAI Expanded)
• Learning from Unreachable Rewards: Hint-Conditioned Reinforcement Learning for Generative Recommendation#610047arXiv (All)
• Joint MDPs and Reinforcement Learning in Coupled-Dynamics Environments#613982arXiv (OAI Expanded)
• Joint MDPs and Reinforcement Learning in Coupled-Dynamics Environments#614949arXiv (All)
• CSLE: A Reinforcement Learning Platform for Autonomous Security Management#31219arXiv CS
• The effects of self-reinforcement and self-evaluation in learning#70292J-STAGE (Japan)
• GUI Agents with Reinforcement Learning: Toward Digital Inhabitants#149117arXiv CS
• Learning Local Constraints for Reinforcement-Learned Content Generators#180707arXiv CS
• Dynamic job-shop scheduling using reinforcement learning agents#204550Aperta
• APIRL: Deep reinforcement learning for REST API fuzzing#212268Spiral
• unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning#238538arXiv CS
• FedQHD: Closed-Form Function-Space Federated Reinforcement Learning#238573arXiv CS
• LaGO: Latent Action Guidance for Online Reinforcement Learning#303265arXiv CS
• Failure-Based Testing for Deep Reinforcement Learning Agents#324965arXiv CS
• Explaining Reinforcement Learning Agents via Inductive Logic Programming#370378arXiv CS
• Fast Multi-objective RNA Optimization with Autoregressive Reinforcement Learning#381665bioRxiv / medRxiv
• WAR: Workload-Aware Rollouts for Synchronous Agentic Reinforcement Learning#386976arXiv CS
• GAINS: Leveraging Inconsistent Human Intervention Signals in Reinforcement Learning#616351arXiv (OAI Expanded)
• Unified Pedestrian Path Prediction Using Inverse Reinforcement Learning#616550arXiv (OAI Expanded)
• GAINS: Leveraging Inconsistent Human Intervention Signals in Reinforcement Learning#616851arXiv (All)
• Unified Pedestrian Path Prediction Using Inverse Reinforcement Learning#617050arXiv (All)
• Progressive Assembly Objective: Event-Triggered Skill Crystallization for Compositional Reinforcement Learning#704659PhilArchive
• Safety-aware smart parking recommendations for shared micro-mobility using deep reinforcement learning#326017HAL (France)
• Multi-Agent Goal Recognition with Team- and Goal-Conditioned Reinforcement Learning and Factorized Branch-and-Bound#307015arXiv CS
• The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback#459656arXiv CS
• Tabular and Deep Learning for the Whittle Index#427343HAL (France)
• Learning Diverse Natural Behaviors for Enhancing the Agility of Quadrupedal Robots#26369DataCite
• Utilizing and Calibrating Hindsight Process Rewards via Reinforcement with Mutual Information Self-Evaluation#10349arXiv CS
• Modeling Decanalization with Homeostatic Reinforcement Learning#123736OSF
• The challenge of hidden gifts in multi-agent reinforcement learning#128400arXiv (OAI)
• Issues with Value-Based Multi-objective Reinforcement Learning: Value Function Interference and Overestimation Sensitivity#158618arXiv (OAI)
• Learning Decentralized Multi-robot PointGoal Navigation#257790HAL (France)
• Using Machine Learning in LLVM Optimization#331397Repositorio institucional Séneca
• Reinforcement learning recommends early vasopressin in septic shock: Implications of the OVISS study.#338422NCBI PubMed Central
• R^3: Advertisement Compliance Rectification via Group-Relative Experience Extractor and Curriculum Reinforcement#349654arXiv CS
• Statistical limits and conditional complexity in real-world reinforcement learning: a tutorial survey.#354586NCBI PubMed Central
• Verifier-Based Reinforcement Fine-Tuning of Reasoning Models for Thermal Energy Storage Control#366251arXiv CS
• Patient-Specific Deep Reinforcement Learning for Proton Beam Delivery Under Inter-Phase Variations.#440735NCBI PubMed Central
• Command-Space Counterfactual Explanations for Pareto-Conditioned Reinforcement Learning#610924arXiv (OAI Expanded)
• Command-Space Counterfactual Explanations for Pareto-Conditioned Reinforcement Learning#612401arXiv (All)
• Learning Sequential Mobility Choice: A Review of Route and Activity Choice through Inverse Reinforcement and Imitation Learning#614342arXiv (OAI Expanded)
• Learning Sequential Mobility Choice: A Review of Route and Activity Choice through Inverse Reinforcement and Imitation Learning#615309arXiv (All)
• Self-Supervised Auxiliary Task Discovery for Stable Reinforcement Learning in Stock Trading#616474arXiv (OAI Expanded)
• Self-Supervised Auxiliary Task Discovery for Stable Reinforcement Learning in Stock Trading#616974arXiv (All)
• Reward hacking in physical reinforcement learning revealed by turbulent drag reduction#617598arXiv (OAI Expanded)
• Reward hacking in physical reinforcement learning revealed by turbulent drag reduction#618098arXiv (All)
• Smart Exploration in Reinforcement Learning using Bounded Uncertainty Models#650590arXiv (OAI Expanded)