Applications

No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks IJCAI 2025 Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation CVPR 2025 Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement ICML 2025 Offline Safe Reinforcement Learning Using Trajectory Classification AAAI 2025 Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation ICML 2025 Off Policy Lyapunov Stability in Reinforcement Learning CoRL 2025 Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents ICML 2025 On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025 Online Learning in Risk Sensitive constrained MDP ICML 2025 Online Planning in MDPs with Stochastic Durative Actions IJCAI 2025 Online-to-Offline RL for Agent Alignment ICLR 2025 On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025 On the Convergence of Min-Max Langevin Dynamics and Algorithm COLT 2025 Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama EMNLP 2025 Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes ICLR 2025 Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025 Optimizing Return Distributions with Distributional Dynamic Programming JMLR 2025 OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025 PartInstruct: Part-level Instruction Following for Fine-grained Robot Manipulation RSS 2025 Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment CVPR 2025 PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing CVPR 2025 PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation RSS 2025 Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation AAAI 2025 Poke and Strike: Learning Task-Informed Exploration Policies CoRL 2025 Policy-labeled Preference Learning: Is Preference Enough for RLHF? ICML 2025