Phan, Thomy
- Challenges for Reinforcement Learning in Quantum Circuit Design
2023/12/18 by Philipp J. Altmann, Altmann, Philipp, Jonas Stein +12 · 7 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement\n Learning
2019/01/08 by Andreas Sedlmeier, Thomas Gabor, Sedlmeier, Andreas +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Anytime Multi-Agent Path Finding using Operation Parallelism in Large Neighborhood Search
2024/02/02 by Shao-Hung Chan, Chan, Shao-Hung, Zhe Chen +13 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Robotic Path Planning Algorithms
- Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
2023/01/04 by Phan, Thomy, Ritz, Fabian, Altmann, Philipp +5 · 1 citation
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering
2024/01/07 by Robert Müller, Hasan Turalic, Müller, Robert +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics