Miguel Suau - RankMe

16 papers A* 4A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Breaking Habits: On the Role of the Advantage Function in Learning Causal State Representations. CoRR Miguel Suau
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
2024	J	`jnl`	Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL. RLJ Miguel Suau, Matthijs T. J. Spaan, Frans A. Oliehoek
2024	—	`—`	Leveraging Factored State Representations for Enhanced Efficiency in Reinforcement Learning. Miguel Suau
2023	J	`jnl`	Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL. CoRR Miguel Suau, Matthijs T. J. Spaan, Frans A. Oliehoek
2022	A*	`conf`	Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. NeurIPS Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek
2022	J	`jnl`	Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems. CoRR Miguel Suau, Jinke He, Mustafa Mert Çelikok, Matthijs T. J. Spaan, Frans A. Oliehoek
2022	J	`jnl`	Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems. CoRR Miguel Suau, Jinke He, Matthijs T. J. Spaan, Frans A. Oliehoek
2022	A*	`conf`	Influence-Augmented Local Simulators: a Scalable Solution for Fast Deep RL in Large Networked Systems. ICML Miguel Suau, Jinke He, Matthijs T. J. Spaan, Frans A. Oliehoek
2022	A*	`conf`	Online Planning in POMDPs with Self-Improving Simulators. IJCAI Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek
2022	J	`jnl`	Online Planning in POMDPs with Self-Improving Simulators. CoRR Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek
2022	A	`conf`	Speeding up Deep Reinforcement Learning through Influence-Augmented Local Simulators. AAMAS Miguel Suau, Jinke He, Matthijs T. J. Spaan, Frans A. Oliehoek
2021	J	`jnl`	Offline Contextual Bandits for Wireless Network Optimization. CoRR Miguel Suau, Alexandros Agapitos, David Lynch, Derek Farrell, Mingqi Zhou, Aleksandar Milenovic
2020	A*	`conf`	Influence-Augmented Online Planning for Complex Environments. NeurIPS Jinke He, Miguel Suau, Frans A. Oliehoek
2020	J	`jnl`	Influence-Augmented Online Planning for Complex Environments. CoRR Jinke He, Miguel Suau, 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