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Thomy Phan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Thomy Phan
18
papers ·
37
citations ·
9
h-index
University of Southern California · California Southern University · University of Bayreuth
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Most-cited papers
Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning
2019 · 11 citations
Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation
2018 · 5 citations
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing
2023 · 3 citations
Confidence-Based Curriculum Learning for Multi-Agent Path Finding
2024 · 3 citations
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies
2019 · 2 citations
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
2023 · 2 citations
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering
2024 · 2 citations
Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning
2019 · 1 citations
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training
2023 · 1 citations
Challenges for Reinforcement Learning in Quantum Circuit Design
2023 · 1 citations
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms
2024 · 1 citations
Dynamic Incentivized Cooperation under Changing Rewards
2026
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization
2023
Architectural Influence on Variational Quantum Circuits in Multi-Agent Reinforcement Learning: Evolutionary Strategies for Optimization
2024
Top co-authors
Claudia Linnhoff-Popien
· 9
Thomas Gabor
· 7
Philipp Altmann
· 5
Fabian Ritz
· 4
Jonas N\"u{\ss}lein
· 4
Lenz Belzner
· 4
Michael K\"olle
· 4
Claudia Linnhoff–Popien
· 3
Felix Topp
· 2
Kyrill Schmid
· 2
Maximilian Zorn
· 2
Michael Kölle
· 2
Topics
Multi-Agent
Model-Based RL
Game AI
Value-Based
Exploration
Policy Gradient
Meta-RL
Offline RL
Safe RL