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• ReAct: Synergizing Reasoning and Acting in Language Models
  2022 · 563 citations
• Reflexion: Language Agents with Verbal Reinforcement Learning
  2023 · 272 citations
• A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation
  2019 · 108 citations
• Tree of Thoughts: Deliberate Problem Solving with Large Language Models
  2023 · 104 citations
• Projection-Based Constrained Policy Optimization
  2020 · 81 citations
• Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
  2019 · 15 citations
• Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation
  2020 · 14 citations
• RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
  2024 · 10 citations
• Safe Reinforcement Learning with Natural Language Constraints