reinforcement-learning

Documents about reinforcement-learning

• Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning#445789KOASAS: KAIST Open Access Self-Archiving System
• MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer#445792KOASAS: KAIST Open Access Self-Archiving System
• Sample-efficient and safe deep reinforcement learning via reset deep ensemble agents#445794KOASAS: KAIST Open Access Self-Archiving System
• Adaptive and Explainable Deployment of Navigation Skills via Hierarchical Deep Reinforcement Learning#472158KOASAS: KAIST Open Access Self-Archiving System
• Deep Reinforcement Learning for 6G AI-RAN: A Comprehensive Survey#609296arXiv (OAI Expanded)
• DiSA-IQL: Offline Reinforcement Learning for Robust Soft Robot Control under Distribution Shifts#609823arXiv (All)
• Designing Quantum Error Correcting Codes to fit decoders via Reinforcement Learning#616394arXiv (OAI Expanded)
• Designing Quantum Error Correcting Codes to fit decoders via Reinforcement Learning#616894arXiv (All)
• How working memory and reinforcement learning interact when avoiding punishment and pursuing reward concurrently.#631069NCBI PubMed Central
• Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs#656923arXiv (OAI Expanded)
• Toward Cost-efficient Adaptive Clinical Trials in Knee Osteoarthritis with Reinforcement Learning#657813Cornell eCommons
• Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs#659059arXiv (All)
• WM-R1: Training GUI Agents to Reason and leverage World Models with Reinforcement Learning#779447arXiv (OAI Expanded)
• Learning and control in trustworthy and responsible artificial intelligence for cyber-physical systems#206978RUcore, Rutgers University Community Repository
• Reward-specific learning parameters change across normative adolescent development and are blunted in youth with high risk for depression#183588Europe PMC
• Decentralized Q-Learning Supervisory Control for Coordinated Multi-Loop Tuning in Pump Stations#173982Digital Commons @ Michigan Tech
• Adapting Autonomous Agents for Automotive Driving Games#388273IRIS
• Closer to Human: Hybrid Training of VR Agents Beyond Robotic Motion#411882HAL (France)
• Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks#633605arXiv (OAI Expanded)
• Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks#635954arXiv (All)
• Reinforcement learning for medical image analysis: a systematic review of algorithms, engineering challenges, and clinical deployment.#9744PubMed
• Evolutionary reinforcement learning framework for energy-efficient fault resilience and topological stability in WSNs.#1036NCBI PubMed Central
• An Adaptive Blockchain Framework for Federated IoMT with Reinforcement Learning-Based Consensus and Resource Forecasting.#1218NCBI PubMed Central
• Migrating SofaGym plugin to Gymnasium#68418DataCite
• WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning#124118arXiv CS
• Reason-SVG: Enhancing Structured Reasoning for Vector Graphics Generation with Reinforcement Learning#128403arXiv (OAI)
• Bridging Continuous-time LQR and Reinforcement Learning via Gradient Flow of the Bellman Error#147105arXiv (OAI)
• QoS Assurance Mechanism for 5G Network Slicing Based on the Deep Reinforcement Learning PPO Algorithm#155185arXiv CS
• Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning#158544arXiv CS
• Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks#176454arXiv Biology
• Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks#176938arXiv (OAI)
• Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks#177192arXiv (OAI Expanded)
• Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks#177672arXiv
• The Reward Positivity Tracks Positive Reward Prediction Errors From Feedback to Cues During Reinforcement Learning.#182289NCBI PubMed Central
• Fair-Aurora: Comparing Fairness Strategies for Reinforcement Learning-Based Congestion Control in Multi-Flow Environments#204740arXiv CS
• Reinforcement Learning and Savings Behavior#223977BYU ScholarsArchive
• BORA: Bridging Offline Reinforcement Learning and Online Residual Adaptation for Real-World Dexterous VLA Models#238660arXiv CS
• Optimized glycemic control of type 2 diabetes with reinforcement learning: a proof-of-concept trial#240367Ora Oxford University Research
• When in Doubt, Plan It Out: Committed Small Language Model Deliberation for Reactive Reinforcement Learning#280193arXiv CS
• LOLLA: Deep Reinforcement Learning for Closed-Loop Link Adaptation Towards a GPU-Accelerated AI-RAN#299860arXiv CS
• Neural signatures of model-based and model-free reinforcement learning across prefrontal cortex and striatum.#305002NCBI PubMed Central
• Effect of Al₂O₃ nanoparticle reinforcement and annealing on PMMA composite performance for prosthetic feet.#326921NCBI PubMed Central
• Robust multi-agent reinforcement learning framework for intelligent PV-integrated smart energy systems under uncertainty.#354793NCBI PubMed Central
• A shared functional architecture for error-based and reinforcement-based motor learning in the human brain#379822bioRxiv / medRxiv
• Equity-Preserving Public Health Resource Allocation Using Multi-Objective Safe Reinforcement Learning: Evidence from Thailand.#409333NCBI PubMed Central
• SVR: Self-Verifying Refinement via Joint Verdict-Confidence Reinforcement Learning for Adaptive Test-Time Compute#414147arXiv CS
• Reinforcement Learning for Chronic Care Pathway Optimization: A Unified Framework across Three Clinical Goal Types#424132bioRxiv / medRxiv
• Efficient Replay Memory Architectures in Multi-Agent Reinforcement Learning for Traffic Congestion Control#430510KOASAS: KAIST Open Access Self-Archiving System
• TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback#436429KOASAS: KAIST Open Access Self-Archiving System
• A variational approach to mutual information-based coordination for multi-agent reinforcement learning#445790KOASAS: KAIST Open Access Self-Archiving System