reinforcement learning

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024 PAE: Reinforcement Learning from External Knowledge for Efficient Exploration ICLR 2024 Parseval Regularization for Continual Reinforcement Learning NeurIPS 2024 PDE control gym: A benchmark for data-driven boundary control of partial differential equations L4DC 2024 Pearl: A Production-Ready Reinforcement Learning Agent JMLR 2024 Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations AAAI 2024 Perplexity-aware Correction for Robust Alignment with Noisy Preferences NeurIPS 2024 Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024 Personalized Reinforcement Learning with a Budget of Policies AAAI 2024 Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NeurIPS 2024 Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024 Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks ICLR 2024 Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents ICLR 2024 Pointwise-in-time diagnostics for reinforcement learning during training and runtime L4DC 2024 Polarity Calibration for Opinion Summarization NAACL 2024 Policy Evaluation for Reinforcement Learning from Human Feedback: A Sample Complexity Analysis AISTATS 2024 Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting NeurIPS 2024 Policy Mirror Descent with Lookahead NeurIPS 2024 PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction COLING 2024 Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination ICML 2024 Position: Social Environment Design Should be Further Developed for AI-based Policy-Making ICML 2024 PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping AAAI 2024 PRACT: Optimizing Principled Reasoning and Acting of LLM Agent CoNLL 2024 PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024 Predicting Future Actions of Reinforcement Learning Agents NeurIPS 2024