reinforcement learning

Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach ICLR 2024 Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout EMNLP 2024 Towards Principled Representation Learning from Videos for Reinforcement Learning ICLR 2024 Tracking object positions in reinforcement learning: A metric for keypoint detection L4DC 2024 Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024 Training Diffusion Models with Reinforcement Learning ICLR 2024 Training Language Models to Generate Text with Citations via Fine-grained Rewards ACL 2024 Transfer Q-star : Principled Decoding for LLM Alignment NeurIPS 2024 Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024 Transition Constrained Bayesian Optimization via Markov Decision Processes NeurIPS 2024 Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games AAAI 2024 TRIP NEGOTIATOR: A Travel Persona-aware Reinforced Dialogue Generation Model for Personalized Integrative Negotiation in Tourism EMNLP 2024 True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning ICLR 2024 Truncated Variance Reduced Value Iteration NeurIPS 2024 Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024 TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NeurIPS 2024 Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024 Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NeurIPS 2024 UBSoft: A Simulation Platform for Robotic Skill Learning in Unbounded Soft Environments CoRL 2024 ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024 UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024 Universal Humanoid Motion Representations for Physics-Based Control ICLR 2024 Universal Prompt Optimizer for Safe Text-to-Image Generation NAACL 2024 Unlock the Intermittent Control Ability of Model Free Reinforcement Learning NeurIPS 2024 UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024