Reinforcement Learning

EA: Managing Green Data Centers Using Deep Reinforcement Learning Without Discounting AAAI 2026 Efficient Multiagent Planning via Shared Action Suggestions AAAI 2026 Efficient Q-Learning and Actor–Critic Methods for Robust Average-Reward Reinforcement Learning. UAI 2026 Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games AAAI 2026 Efficient Robot Learning from Diverse Data AAAI 2026 EmbodMocap: In-the-Wild 4D Human-Scene Reconstruction for Embodied Agents CVPR 2026 Emergent Fast-Slow Dynamics in Multi-Agent Q-Learning for Networked Stochastic Games AAAI 2026 End-Effector Cartesian Velocity Control for Redundant Loader Cranes Using Reinforcement Learning (Abstract Reprint) AAAI 2026 Enhancing Control Policy Smoothness by Aligning Actions with Predictions from Preceding States AAAI 2026 Enhancing Diffusion Policies with Distribution-Matching Generator in Offline Reinforcement Learning AAAI 2026 Enhancing Inverse Reinforcement Learning through Encoding Dynamic Information in Reward Shaping L4DC 2026 Enhancing Robustness of Offline Reinforcement Learning Under Data Corruption via Sharpness-Aware Minimization (Student Abstract) AAAI 2026 ESCA: An Emotional Support Conversation Agent for Enhancing Reasonable Strategy Planning and Effective Expression AAAI 2026 EvoID: Reinforced Evolution for Identity-Preserving Video Generation CVPR 2026 Expand and Prune: Maximizing Trajectory Diversity for Effective GRPO in Generative Models CVPR 2026 Experience-driven Multi-turn Reinforcement Learning for GUI Agents ACL 2026 Explaining Decentralized Multi-Agent Reinforcement Learning Policies AAAI 2026 Explore to Learn: Latent Exploration Through Disentangled Synergy Patterns for Reinforcement Learning in Overactuated Control AAAI 2026 Expressive Temporal Specifications for Reward Monitoring AAAI 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 FALCON: Learning Force-Adaptive Humanoid Loco-Manipulation L4DC 2026 FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning AAAI 2026 FD-MAGRPO: Functionality-Driven Multi-Agent Group Relative Policy Optimization for Analog-LDO Sizing AAAI 2026 First-Order Representation Languages for Goal-Conditioned RL AAAI 2026 Flickering Multi-Armed Bandits L4DC 2026