In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought

Sili Huang; Jifeng Hu; Hechang Chen; Lichao Sun; Bo Yang

2024 ICML ICML 2024

In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Sili Huang, Jifeng Hu, Hechang Chen, Lichao Sun, Bo Yang

Topics

Reinforcement Learning > Methods > Deep RL Reinforcement Learning > Methods > Offline RL Artificial Intelligence > Core AI > Large Language Models

Keywords

offline reinforcement learning in-context learning decision transformer self improvement hierarchical chain-of-thought high-level decisions

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