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Papers
ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics
ICML 2025
Learning to Route LLMs with Confidence Tokens
ICML 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
ICML 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right?
EMNLP 2025
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models
ICML 2024
MetaReflection: Learning Instructions for Language Agents using Past Reflections
EMNLP 2024