Thomy Phan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
15
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding. | Thomy Phan, Shao-Hung Chan, Sven Koenig |
| 2026 | AAAI | Spatially Grouped Curriculum Learning for Multi-Agent Path Finding. | Thomy Phan, Sven Koenig |
| 2025 | AAAI | Counterfactual Online Learning for Open-Loop Monte-Carlo Planning. | Thomy Phan, Shao-Hung Chan, Sven Koenig |
| 2025 | AAAI | Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic. | Thomy Phan, Benran Zhang, Shao-Hung Chan, Sven Koenig |
| 2025 | SoCS | New Mechanisms in Flex Distribution for Bounded Suboptimal Multi-Agent Path Finding. | Shao-Hung Chan, Thomy Phan, Jiaoyang Li, Sven Koenig |
| 2024 | AAAI | Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. | Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig |
| 2024 | ICAART | Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. | Michael Klle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien |
| 2024 | ICAART | Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. | Michael Klle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization. | Michael Klle, Karola Schneider, Sabrina Egger, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | ICAART | ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. | Robert Mller, Hasan Turalic, Thomy Phan, Michael Klle, Jonas Nlein, Claudia Linnhoff-Popien |
| 2024 | QCE | Challenges for Reinforcement Learning in Quantum Circuit Design. | Philipp Altmann, Jonas Stein, Michael Klle, Adelina Brligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien |
| 2023 | ICML | Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability. | Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nlein, Michael Klle, Thomas Gabor, Claudia Linnhoff-Popien |
| 2023 | IJCAI | CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing. | Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nlein, Claudia Linnhoff-Popien, Thomy Phan |
| 2023 | PAKDD | Adaptive Bi-nonlinear Neural Networks Based on Complex Numbers with Weights Constrained Along the Unit Circle. | Felip Guimer Cuevas, Thomy Phan, Helmut Schmid |
| 2022 | ISoLA | Capturing Dependencies Within Machine Learning via a Formal Process Model. | Fabian Ritz, Thomy Phan, Andreas Sedlmeier, Philipp Altmann, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien, Thomas Gabor |
| 2021 | AAAI | Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition. | Thomy Phan, Lenz Belzner, Thomas Gabor, Andreas Sedlmeier, Fabian Ritz, Claudia Linnhoff-Popien |
| 2021 | ICAART | SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2021 | ICAART | Specification Aware Multi-Agent Reinforcement Learning. | Fabian Ritz, Thomy Phan, Robert Mller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner N. Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien |
| 2020 | ICAART | Nash Equilibria in Multi-Agent Swarms. | Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICAART | Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information. | Kyrill Schmid, Lenz Belzner, Thomy Phan, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICAART | Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning. | Andreas Sedlmeier, Thomas Gabor, Thomy Phan, Lenz Belzner, Claudia Linnhoff-Popien |
| 2020 | ICCS | A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. | Christoph Roch, Thomy Phan, Sebastian Feld, Robert Mller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien |
| 2020 | ICSE | Insights on Training Neural Networks for QUBO Tasks. | Thomas Gabor, Sebastian Feld, Hila Safi, Thomy Phan, Claudia Linnhoff-Popien |
| 2020 | ICSE | The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. | Thomas Gabor, Leo Snkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien |
| 2019 | AAAI | Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling. | Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien |
| 2019 | GECCO | Scenario co-evolution for reinforcement learning on a grid world smart factory domain. | Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt |
| 2019 | IJCAI | Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search. | Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien |
| 2019 | IJCAI | Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. | Thomy Phan, Thomas Gabor, Robert Mller, Christoph Roch, Claudia Linnhoff-Popien |
| 2018 | ICANN | Action Markets in Deep Multi-Agent Reinforcement Learning. | Kyrill Schmid, Lenz Belzner, Thomas Gabor, Thomy Phan |
| 2018 | INDIN | Monitoring Autonomous Agents in Self-Organizing Industrial Systems. | Marie Kiermeier, Thomy Phan, Horst Sauer, Jan Wieghardt |
| 2018 | IDEAL | Anomaly Detection in Spatial Layer Models of Autonomous Agents. | Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien |
| 2018 | ISoLA | The Sharer's Dilemma in Collective Adaptive Systems of Self-interested Agents. | Lenz Belzner, Kyrill Schmid, Thomy Phan, Thomas Gabor, Martin Wirsing |
| 2018 | KI | Risk-Sensitivity in Simulation Based Online Planning. | Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Alexander Neitz, Thomy Phan, Thomas Gabor, Claudia Linnhoff |