Matej Jusup

According to our database, Matej Jusup authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Ride-Sourcing Vehicle Rebalancing with Service Accessibility Guarantees via Constrained Mean-Field Reinforcement Learning.

Matej Jusup, Kenan Zhang, Zhiyuan Hu, Barna Pásztor, Andreas Krause, Francesco Corman

CoRR, March, 2025

Mean-Field Bayesian Optimisation.

Petar Steinberg, Juliusz Ziomek, Matej Jusup, Ilija Bogunovic

CoRR, February, 2025

Mastering Board Games by External and Internal Planning with Language Models.

John Schultz, Jakub Adámek, Matej Jusup, Marc Lanctot, Michael Kaisers, Sarah Perrin, Daniel Hennes, Jeremy Shar, Cannada A. Lewis, Anian Ruoss, Tom Zahavy, Petar Velickovic, Laurel Prince, Satinder Singh, Eric Malmi, Nenad Tomasev

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Optimizing Stochastic Control through State TransitionSeparability and Resource-Utility Exchange.

Larkin Liu, Shiqi Liu, Matej Jusup

SIGMETRICS Perform. Evaluation Rev., 2024

Monte Carlo Planning for Stochastic Control on Constrained Markov Decision Processes.

Larkin Liu, Shiqi Liu, Matej Jusup

CoRR, 2024

Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning.

Matej Jusup, Barna Pásztor, Tadeusz Janik, Kenan Zhang, Francesco Corman, Andreas Krause, Ilija Bogunovic

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning.

Volodymyr Tkachuk, Seyed Alireza Bakhtiari, Johannes Kirschner, Matej Jusup, Ilija Bogunovic, Csaba Szepesvári

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023