reinforcement learning

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NeurIPS 2024 Unsupervised Object Interaction Learning with Counterfactual Dynamics Models AAAI 2024 Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024 Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning AAAI 2024 Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data AAAI 2024 Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024 Using Unity to Help Solve Reinforcement Learning NeurIPS 2024 Variational Delayed Policy Optimization NeurIPS 2024 ViPER: Visibility-based Pursuit-Evasion via Reinforcement Learning CoRL 2024 Virtual Action Actor-Critic Framework for Exploration (Student Abstract) AAAI 2024 Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning ICLR 2024 vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement IJCAI 2024 Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL NeurIPS 2024 When to Trust LLMs: Aligning Confidence with Response Quality ACL 2024 WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena NeurIPS 2024 WoCoCo: Learning Whole-Body Humanoid Control with Sequential Contacts CoRL 2024 World Models for General Surgical Grasping RSS 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles ICLR 2024 ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination NeurIPS 2024 3D-Aware Object Goal Navigation via Simultaneous Exploration and Identification CVPR 2023 Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023