Thomy Phan

Assistant Professor, Universität Bayreuth

Joined

December 2019

Names

Thomy Phan

Emails

****@ifi.lmu.de (Confirmed)

****@gmail.com (Confirmed)

****@usc.edu (Confirmed)

****@uni-bayreuth.de (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Universität Bayreuth (uni-bayreuth.de)

2025 – Present

Postdoc

University of California, Irvine (uci.edu)

2025 – 2025

Postdoc

University of Southern California (usc.edu)

2023 – 2025

PhD student

LMU Munich (lmu.de)

2018 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Sven Koenig

2023 – Present

PhD Advisor

Claudia Linnhoff-Popien

2018 – 2023

Expertise

Multi-Agent Systems

Present

Reinforcement Learning

Present

Optimization

Present

Publications

Flow-Based Guidance Framework with Flex Distribution for $w$-Optimal Multi-Agent Path Finding
Shao-Hung Chan, Thomy Phan, Sven Koenig
- WoMAPF Oral
- Readers: Everyone
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
- ICML 2023 Poster
- Readers: Everyone
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training
Philipp Altmann, Thomy Phan, Fabian Ritz, Thomas Gabor, Claudia Linnhoff-Popien
- 2023 (modified: 28 Jan 2023)
- CoRR 2023
- Readers: Everyone
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
- 2023 (modified: 28 Jan 2023)
- CoRR 2023
- Readers: Everyone
Towards Anomaly Detection in Reinforcement Learning
Robert Müller, Steffen Illium, Thomy Phan, Tom Haider, Claudia Linnhoff-Popien
- 2022 (modified: 28 Jan 2023)
- AAMAS 2022
- Readers: Everyone
Emergent Cooperation from Mutual Acknowledgment Exchange
Thomy Phan, Felix Sommer, Philipp Altmann, Fabian Ritz, Lenz Belzner, Claudia Linnhoff-Popien
- 2022 (modified: 28 Jan 2023)
- AAMAS 2022
- Readers: Everyone
VAST: Value Function Factorization with Variable Agent Sub-Teams
Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition
Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien
- 2021 (modified: 28 Jan 2023)
- AAAI 2021
- Readers: Everyone
VAST: Value Function Factorization with Variable Agent Sub-Teams
Thomy Phan, Fabian Ritz, Lenz Belzner, Philipp Altmann, Thomas Gabor, Claudia Linnhoff-Popien
- 2021 (modified: 28 Jan 2023)
- NeurIPS 2021
- Readers: Everyone
Specification Aware Multi-Agent Reinforcement Learning
Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien
- 2021 (modified: 28 Jan 2023)
- ICAART (Revised Selected Papers) 2021
- Readers: Everyone

View all 31 publications

Co-Authors

View all 34 co-authors