Tuyls, Jens

5 publications

ICLR 2026 Representation-Based Exploration for Language Models: From Test-Time to Post-Training Jens Tuyls, Dylan J Foster, Akshay Krishnamurthy, Jordan T. Ash

ICLR 2025 Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning Chongyi Zheng, Jens Tuyls, Joanne Peng, Benjamin Eysenbach

NeurIPSW 2024 Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning Chongyi Zheng, Jens Tuyls, Joanne Peng, Benjamin Eysenbach

TMLR 2024 Scaling Laws for Imitation Learning in Single-Agent Games Jens Tuyls, Dhruv Madeka, Kari Torkkola, Dean Foster, Karthik R Narasimhan, Sham M. Kakade

ICLR 2022 Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls, Shunyu Yao, Sham M. Kakade, Karthik R Narasimhan