Reinforcement Learning

Concurrent Planning and Execution Using Dispatch-Dependent Values IJCAI 2025 Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration ICML 2025 ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning AAAI 2025 Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning ICLR 2025 Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret ICML 2025 ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy RSS 2025 Consensus Based Stochastic Optimal Control ICML 2025 Conservative Offline Goal-Conditioned Implicit V-Learning ICML 2025 Constrain Alignment with Sparse Autoencoders ICML 2025 Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium ICML 2025 Constrained Style Learning from Imperfect Demonstrations under Task Optimality CoRL 2025 Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning AAAI 2025 Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning ICLR 2025 Constraint-Preserving Data Generation for One-Shot Visuomotor Policy Generalization CoRL 2025 Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity IJCAI 2025 Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits AAAI 2025 Continual Reinforcement Learning by Planning with Online World Models ICML 2025 Continuously evolving rewards in an open-ended environment JMLR 2025 Continuous-Time Reward Machines IJCAI 2025 Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery ICLR 2025 ContraDiff: Planning Towards High Return States via Contrastive Learning ICLR 2025 Contrastive Forward Prediction Reinforcement Learning for Adaptive Fault-Tolerant Legged Robots CoRL 2025 Contrastive Representation for Interactive Recommendation AAAI 2025 Controlling Large Language Model with Latent Action ICML 2025 Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration ICML 2025