deep reinforcement learning

An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025 BeamDojo: Learning Agile Humanoid Locomotion on Sparse Footholds RSS 2025 Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC ICML 2025 BFTBrain: Adaptive BFT Consensus with Reinforcement Learning NSDI 2025 BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025 Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025 Consensus Based Stochastic Optimal Control ICML 2025 Contrastive Representation for Interactive Recommendation AAAI 2025 Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning IJCAI 2025 Deep Implicit Imitation Reinforcement Learning in Heterogeneous Action Settings AAAI 2025 Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources IJCAI 2025 Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes AAAI 2025 Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025 Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework AAAI 2025 DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025 Efficient Diversity-based Experience Replay for Deep Reinforcement Learning IJCAI 2025 Efficient Off-Policy Learning for High-Dimensional Action Spaces ICLR 2025 Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025 ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025 Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective AAAI 2025 Fair Resource Allocation in Weakly Coupled Markov Decision Processes AISTATS 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025 Full Network Capacity Framework for Sample-Efficient Deep Reinforcement Learning UAI 2025 GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025