Mateo Perez - RankMe

36 papers A* 4A 3B 5C 1Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives. J. Artif. Intell. Res. Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez
2025	J	`jnl`	Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives. CoRR Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez
2024	A*	`conf`	A PAC Learning Algorithm for LTL and Omega-Regular Objectives in MDPs. AAAI Mateo Perez, Fabio Somenzi, Ashutosh Trivedi
2024	A*	`conf`	Assume-Guarantee Reinforcement Learning. AAAI Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez
2024	A	`conf`	Multi-Agent Reinforcement Learning for Alternating-Time Logic. ECAI Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2024	A*	`conf`	Omega-Regular Decision Processes. AAAI Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2024	—	`conf`	Regular Reinforcement Learning. CAV (3) Taylor Dohmen, Mateo Perez, Fabio Somenzi, Ashutosh Trivedi
2023	J	`jnl`	A PAC Learning Algorithm for LTL and Omega-regular Objectives in MDPs. CoRR Mateo Perez, Fabio Somenzi, Ashutosh Trivedi
2023	J	`jnl`	Assume-Guarantee Reinforcement Learning. CoRR Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez
2023	J	`jnl`	Multi-objective ω-Regular Reinforcement Learning. Formal Aspects Comput. Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2023	—	`conf`	Mungojerrie: Linear-Time Objectives in Model-Free Reinforcement Learning. TACAS (1) Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2023	J	`jnl`	Omega-Regular Decision Processes. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2023	A	`conf`	Omega-Regular Reward Machines. ECAI Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2023	J	`jnl`	Omega-Regular Reward Machines. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2023	—	`conf`	Policy Synthesis and Reinforcement Learning for Discounted LTL. CAV (1) Rajeev Alur, Osbert Bastani, Kishor Jothimurugan, Mateo Perez, Fabio Somenzi, Ashutosh Trivedi
2023	J	`jnl`	Policy Synthesis and Reinforcement Learning for Discounted LTL. CoRR Rajeev Alur, Osbert Bastani, Kishor Jothimurugan, Mateo Perez, Fabio Somenzi, Ashutosh Trivedi
2022	J	`jnl`	Alternating Good-for-MDP Automata. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	B	`conf`	Alternating Good-for-MDPs Automata. ATVA Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	B	`conf`	An Impossibility Result in Automata-Theoretic Reinforcement Learning. ATVA Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	J	`jnl`	Compositional Reinforcement Learning for Discrete-Time Stochastic Control Systems. CoRR Abolfazl Lavaei, Mateo Perez, Milad Kazemi, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Majid Zamani
2022	A*	`conf`	Recursive Reinforcement Learning. NeurIPS Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	J	`jnl`	Recursive Reinforcement Learning. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	C	`conf`	Reinforcement Learning with Guarantees that Hold for Ever. FMICS Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2022	A	`conf`	Translating Omega-Regular Specifications to Average Objectives for Model-Free Reinforcement Learning. AAMAS Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez
2021	—	`conf`	Model-Free Reinforcement Learning for Branching Markov Decision Processes. CAV (2) Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2021	B	`conf`	Model-Free Reinforcement Learning for Lexicographic Omega-Regular Objectives. FM Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2021	J	`jnl`	Model-free Reinforcement Learning for Branching Markov Decision Processes. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2021	J	`jnl`	Mungojerrie: Reinforcement Learning of Linear-Time Objectives. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2020	B	`conf`	Faithful and Effective Reward Schemes for Model-Free Reinforcement Learning of Omega-Regular Objectives. ATVA Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2020	—	`conf`	Good-for-MDPs Automata for Probabilistic Analysis and Reinforcement Learning. TACAS (1) Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2020	B	`conf`	Model-Free Reinforcement Learning for Stochastic Parity Games. CONCUR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2020	J	`jnl`	Reward Shaping for Reinforcement Learning with Omega-Regular Objectives. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2019	J	`jnl`	Good-for-MDPs Automata. CoRR Ernst Moritz Hahn, Mateo Perez, Fabio Somenzi, Ashutosh Trivedi, Sven Schewe, Dominik Wojtczak
2019	—	`conf`	Limit reachability for model-free reinforcement learning of ω-regular objectives. SNR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2019	—	`conf`	Omega-Regular Objectives in Model-Free Reinforcement Learning. TACAS (1) Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak
2018	J	`jnl`	Omega-Regular Objectives in Model-Free Reinforcement Learning. CoRR Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak