Deep RL

ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model WACV 2025 Reinforced In-Context Black-Box Optimization IJCAI 2025 Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements ICML 2025 Reinforced Lifelong Editing for Language Models ICML 2025 Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics ICLR 2025 Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers IJCAI 2025 Reinforcement Learning for Infinite-Dimensional Systems JMLR 2025 Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems ICML 2025 Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control AISTATS 2025 REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization AAAI 2025 Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025 Representation-driven Option Discovery in Reinforcement Learning AAAI 2025 Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety RSS 2025 ReviewRL: Towards Automated Scientific Review with RL EMNLP 2025 Revisiting a Design Choice in Gradient Temporal Difference Learning ICLR 2025 Reward Adaptation via Q-Manipulation: Provably Beneficial Reward Function Transfer in Reinforcement Learning IJCAI 2025 Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning ICLR 2025 Reward-Directed Score-Based Diffusion Models via q-Learning JMLR 2025 Reward Generalization in RLHF: A Topological Perspective ACL 2025 Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025 Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning EMNLP 2025 Reward Models in Deep Reinforcement Learning: A Survey IJCAI 2025 Reward Translation via Reward Machine in Semi-Alignable MDPs ICML 2025 RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction ICCV 2025 Risk-Sensitive Variational Actor-Critic: A Model-Based Approach ICLR 2025