Publications

M. Jusup, B. Pásztor, T. Janik, K. Zhang, F. Corman, A. Krause, I. Bogunovic (2023). Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning. International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2024.

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V. Tkachuk, S. A. Bakhtiari, J. Kirschner, M. Jusup, I. Bogunovic, C. Szepesvari (2023). Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning. Conference on Artificial Intelligence and Statistics (AISTATS), 2023.

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M. Jusup, J. Kirschner, T. Birchler, S. Curi, I. Bogunovic, A. Krause, F. Corman (2022). Real-time railway (re-) scheduling without human-expert knowledge. 22nd Swiss Transport Research Conference (STRC), 2022.

M. Jusup, A. Trivella, F. Corman (0001). A Review of Real-time Railway and Metro Rescheduling Models using Learning Algorithms. International Joint Conferences on Artificial Intelligence – Reinforcement Learning for Intelligent Transportation Systems Workshop (IJCAI), 2021.

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