Can large language models explore in-context?

Can large language models explore in-context?

22 March 2024

Akshay Krishnamurthy

Dylan J. Foster

Aleksandrs Slivkins

Papers citing "Can large language models explore in-context?"

13 / 13 papers shown

Title
Toward Efficient Exploration by Large Language Model Agents Dilip Arumugam Thomas L. Griffiths LLMAG 82 0 0 29 Apr 2025
Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 49 1 0 03 Jan 2025
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 79 1 0 14 Aug 2024
Do LLM Agents Have Regret? A Case Study in Online Learning and Games Chanwoo Park Xiangyu Liu Asuman Ozdaglar Kaiqing Zhang 64 15 0 25 Mar 2024
Generalization to New Sequential Decision Making Tasks with In-Context Learning Sharath Chandra Raparthy Eric Hambro Robert Kirk Mikael Henaff Roberta Raileanu OffRL 92 8 0 06 Dec 2023
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? Jingfeng Wu Difan Zou Zixiang Chen Vladimir Braverman Quanquan Gu Peter L. Bartlett 94 48 0 12 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 204 1,701 0 07 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
The Learnability of In-Context Learning Noam Wies Yoav Levine Amnon Shashua 103 89 0 14 Mar 2023
Large Language Models can Implement Policy Iteration Ethan A. Brooks Logan Walls Richard L. Lewis Satinder Singh LM&Ro OffRL 121 21 0 07 Oct 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 228 435 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 313 8,261 0 28 Jan 2022