Current Service

Organization

• RL Theory Virtual seminar series

Journals

• Action Editor, Journal of Machine Learning Research (2014-)

• Action Editor, Mathematics of Operations Research (2020-)

Conferences

Reviewer

• NeurIPS 2025

Senior PC membership, area chair

• COLT 2025

• RLC 2025

Selected earlier service

Organization

• COLT 2024, local organizer

• Theory of Reinforcement Learning, Simons Institute, Berkeley (2020 Fall)

• MLJ Special Issue (2020) on Reinforcement Learning for Real Life

• for a special issue on “Sequential Learning” to be published at the Journal of Selected Areas on Information Theory (JSAIT) (2020)

• RL4RealLife, ICML workshop (2019)

Steering Committees

• Algorithmic Learning Theory Conference (2012—2018)

• European Workshop on Reinforcement Learning (2011—)

Journals

• Action Editor, Machine Learning (2011-2019)

• Associate Editor, IEEE Transactions on Automatic Control (2009-2013)

Conferences

PC Co-Chair

• International Conference on Machine Learning, with Stefanie Jegelka and Le Song (ICML, 2024)

• Annual Conference on Learning Theory, with Maria-Florina Balcan (COLT, 2014)

• Algorithmic Learning Theory Conference, with Jyrki Kivinen (ALT, 2011)