Mental Modeling of Reinforcement Learning Agents by Language Models

Mental Modeling of Reinforcement Learning Agents by Language Models

26 June 2024

Stefan Wermter

Papers citing "Mental Modeling of Reinforcement Learning Agents by Language Models"

5 / 5 papers shown

Title
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning Jiuqi Wang Ethan Blaser Hadi Daneshmand Shangtong Zhang OffRL 81 2 0 22 May 2024
Causal State Distillation for Explainable Reinforcement Learning Wenhao Lu Xufeng Zhao Thilo Fryen Jae Hee Lee Mengdi Li S. Magg Stefan Wermter CML 25 2 0 30 Dec 2023
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 109 78 0 11 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 207 1,089 0 20 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022