Aleksander Czechowski

13 papers A* 2A 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Influence-aware memory architectures for deep reinforcement learning in POMDPs. Neural Comput. Appl. Miguel Suau, Jinke He, Elena Congeduti, Rolf A. N. Starre, Aleksander Czechowski, Frans A. Oliehoek
2023	J	`jnl`	Non-chaotic limit sets in multi-agent learning. Auton. Agents Multi Agent Syst. Aleksander Czechowski, Georgios Piliouras
2023	A*	`conf`	Safe Multi-agent Learning via Trapping Regions. IJCAI Aleksander Czechowski, Frans A. Oliehoek
2023	A	`conf`	Safety Guarantees in Multi-agent Learning via Trapping Regions. AAMAS Aleksander Czechowski, Frans A. Oliehoek
2023	J	`jnl`	Safety Guarantees in Multi-agent Learning via Trapping Regions. CoRR Aleksander Czechowski, Frans A. Oliehoek
2022	—	`conf`	Multi Robot Surveillance and Planning in Limited Communication Environments. ICAART (1) Vibhav Inna Kedege, Aleksander Czechowski, Ludo Stellingwerff, Frans A. Oliehoek
2022	A	`conf`	Poincaré-Bendixson Limit Sets in Multi-Agent Learning. AAMAS Aleksander Czechowski, Georgios Piliouras
2022	J	`jnl`	RangL: A Reinforcement Learning Competition Platform. CoRR Viktor Zobernig, Richard A. Saldanha, Jinke He, Erica van der Sar, Jasper van Doorn, Jia-Chen Hua, Lachlan Robert Mason, Aleksander Czechowski, Drago Indjic, Tomasz Kosmala, Alessandro Zocca, Sandjai Bhulai, Jorge Montalvo Arvizu, Claude Klöckl, John Moriarty
2021	J	`jnl`	Poincaré-Bendixson Limit Sets in Multi-Agent Learning. CoRR Aleksander Czechowski, Georgios Piliouras
2020	A*	`conf`	Decentralized MCTS via Learned Teammate Models. IJCAI Aleksander Czechowski, Frans A. Oliehoek
2020	J	`jnl`	Decentralized MCTS via Learned Teammate Models. CoRR Aleksander Czechowski, Frans A. Oliehoek
2019	J	`jnl`	Influence-aware Memory for Deep Reinforcement Learning. CoRR Miguel Suau, Elena Congeduti, Rolf Starre, Aleksander Czechowski, Frans A. Oliehoek
2016	J	`jnl`	Existence of Periodic Solutions of the FitzHugh-Nagumo Equations for an Explicit Range of the Small Parameter. SIAM J. Appl. Dyn. Syst. Aleksander Czechowski, Piotr Zgliczynski