13 citations · 23 across the 7 of their papers we have counts for
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cs.AI2023★ 1 cited
Safe Multi-agent Learning via Trapping Regions
Aleksander Czechowski, Frans A. Oliehoek
One of the main challenges of multi-agent learning lies in establishing convergence of the algorithms, as, in general, a collection of individual, self-serving agents is not guaran…
cs.AI2020★ 13 cited
Decentralized MCTS via Learned Teammate Models
Aleksander Czechowski, Frans A. Oliehoek
Decentralized online planning can be an attractive paradigm for cooperative multi-agent systems, due to improved scalability and robustness. A key difficulty of such approach lies…