Reinforcement Learning

Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning ICLR 2025 SDS – See it, Do it, Sorted: Quadruped Skill Synthesis from Single Video Demonstration CoRL 2025 SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space ICML 2025 Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games ICML 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025 Select before Act: Spatially Decoupled Action Repetition for Continuous Control ICLR 2025 Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025 Selective Uncertainty Propagation in Offline RL AAAI 2025 Self-Consistent Model-based Adaptation for Visual Reinforcement Learning IJCAI 2025 Self-Correcting Code Generation Using Small Language Models EMNLP 2025 Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ACL 2025 Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction ICML 2025 Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration EMNLP 2025 SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation ICLR 2025 Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models ICML 2025 S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning IJCAI 2025 SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025 SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025 Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025 Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning ICLR 2025 SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training ICML 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025 Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025