reinforcement-learning

Documents about reinforcement-learning

• Soft $Q(λ)$: A multi-step off-policy method for entropy regularised reinforcement learning using eligibility traces#14071arXiv CS
• The blessing and curse of Value-Shaping imitation#16119OSF
• Energy optimized scheduling in wireless sensor networks (WSNs) using hybrid bio-inspired reinforcement learning approach.#125610NCBI PubMed Central
• Predicting the Next Response: Demonstrating the Utility of Integrating Artificial Intelligence-Based Reinforcement Learning with Behavior Science.#146034NCBI PubMed Central
• One RL to See Them All: Visual Triple Unified Reinforcement Learning#147093arXiv (OAI)
• Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)#209850OpenAlex
• Unlearning to Protect: A Distilled Reinforcement Learning Framework with Privacy-Preserving Feature Unlearning and XAI for IoT Security#353007arXiv CS
• Perceptual multistability: a multifaceted window into brain dysfunctions#418021HAL (France)
• Discovery and consolidation of analogous reward structure supports generalization in humans#423354OSF
• ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration#429401arXiv CS
• The Speed of Learning in Noisy Games: Partial Reinforcement and the Sustainability of Cooperation#485419Harvard DASH
• Deep reinforcement learning with spatial and temporal awareness for active boundary control of buoyancy-driven convection#617597arXiv (OAI Expanded)
• Deep reinforcement learning with spatial and temporal awareness for active boundary control of buoyancy-driven convection#618097arXiv (All)
• From Prior-Guided Heuristics to Deployable Agents: Accelerating Demonstration-Driven Reinforcement Learning for Deadline-Constrained Network Control#639629arXiv CS
• Longitudinal computational phenotyping reveals a stable marker for depression symptoms#655115OSF
• An algorithm for optimizing psychological regulation strategies for college students based on image recognition and reinforcement learning.#670962NCBI PubMed Central
• A Systematic Review of Human-Centered Explainability in Reinforcement Learning: Transferring the RCC Framework to Support Epistemic Trustworthiness#707577PhilArchive
• Punishment and psychopathy: a case-control functional MRI investigation of reinforcement learning in violent antisocial personality disordered men#737614PhilArchive
• Transformer-Empowered Actor-Critic Reinforcement Learning for Sequence-Aware Service Function Chain Partitioning#183234arXiv (OAI)
• Advancing Academic Integrity Through Intelligent Examination Oversight: A Comprehensive Framework Leveraging Deep Learning and Computer Vision for Next-Generation Automated Proctoring#190895Zenodo (CERN)
• Explaining Metastable Cooperation in Independent Multi-Agent Boltzmann Q-Learning—A Deterministic Approximation#283868edoc-Server
• Graph-based Hierarchical Deep Reinforcement Learning for Deliverable Block Propagation with Optimal Hybrid Cost in Web 3.0#13042arXiv CS
• A hierarchical spatial-aware algorithm with efficient reinforcement learning for human-robot task planning and allocation in production#13152arXiv CS
• Graph-based Hierarchical Deep Reinforcement Learning for Deliverable Block Propagation with Optimal Hybrid Cost in Web 3.0#31236arXiv CS
• Refinement and Adaption of Reinforcement Learning to Personalize Behavioral Messaging for Healthy Habits#123630ClinicalTrials.gov
• Modellierung und Systemidentifikation eines Einraum-Heizsystems mit Reinforcement Learning KI-Pumpensteuerung#206922RosDok
• RLAnOxPeptide: an integrated framework combining transformer and reinforcement learning for efficient antioxidant peptide prediction and innovative design.#404447NCBI PubMed Central
• TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs#405593arXiv CS
• Challenge-response quantum reinforcement learning with application to quantum-assisted authentication#425892Springer Nature OA
• Multi-AUV Ad-hoc network-based Target Tracking: A Value Gradient Guidance Multi-Agent Diffusion Reinforcement Learning Approach#451257arXiv CS
• A graph-integrated reinforcement learning framework with graph neural networks for tactical decision modeling in professional football.#610410NCBI PubMed Central
• Graph attention network-enhanced multi-agent reinforcement learning for dynamic interception task allocation in counter-drone defense.#671136NCBI PubMed Central
• Learning to Approximate: Circuit Learning and Deep Reinforcement Learning for Approximate Logic Synthesis with an Error Rate Guarantee.#489690DBLP
• Mastering Uncertainty with a Sense of Control. Incorporating a Human-Based Sense of Control in Reinforcement Learning Agents for Uncertain Dynamic Environments#68497DataCite
• Explainable Deep Reinforcement Learning for Anomaly Detection in IoT-Enabled Metaverse Healthcare: Toward Trustworthy Cyber Threat Intelligence.#138598NCBI PubMed Central
• Physics of the vortex gust–airfoil interaction under an optimal mitigation strategy learned through deep reinforcement learning#153863HAL (France)
• Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks#155209arXiv CS
• When Life Gives You BC, Make Q-functions: Extracting Q-values from Behavior Cloning for On-Robot Reinforcement Learning#158534arXiv CS
• Adaptive multi-objective optimization of microgrid energy management using deep reinforcement learning considering battery degradation and renewable uncertainty.#159895NCBI PubMed Central
• MMU-STCNN-BDQ: a deep reinforcement learning framework for secure and energy-efficient beamforming in 6G mMIMO networks.#214297NCBI PubMed Central
• SINDy-RL for interpretable and efficient model-based reinforcement learning#248603Spiral
• AISC deployment in dynamic UAV-assisted MEC network: a reinforcement learning method based on heterogeneous graph attention neural network#259394arXiv CS
• Predictions and outcomes independently shape the subjective experience of regret#270342OSF
• Understanding strategic platform entry and seller exploration: A Stackelberg model#352231RUcore, Rutgers University Community Repository
• Alert-Driven Active Defense for IoT-Enabled CBTC Systems Using Bayesian Hypergame Modeling and Hierarchical Reinforcement Learning.#415707NCBI PubMed Central
• Acoustic Absorption in 3D-Printed PLA Biocomposite Models: Influence of Grid, Trihexagonal, and Gyroid Infills and Biomass Reinforcement.#430730NCBI PubMed Central
• Open Multi-Agent Systems: The Free-Range-Zoo Framework and MOASEI Competition#440469DigitalCommons@University of Nebraska
• Trustworthy and ethical intrusion detection for healthcare internet of medical things using reinforcement learning and governance rules.#469391NCBI PubMed Central
• Safe Deep Reinforcement Learning for Robust Frequency and Voltage-Constrained Networked Microgrid Restoration#495440OSTI.gov
• Dense crowd simulation using dynamic modelling#630319HAL (France)