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Fabio Somenzi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Fabio Somenzi
11
papers ·
17
citations ·
47
h-index
University of Colorado Boulder · University of Colorado System
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Most-cited papers
Omega-Regular Objectives in Model-Free Reinforcement Learning
2018 · 6 citations
Mungojerrie: Reinforcement Learning of Linear-Time Objectives
2021 · 3 citations
Policy Synthesis and Reinforcement Learning for Discounted LTL
2023 · 3 citations
Model-free Reinforcement Learning for Branching Markov Decision Processes
2021 · 1 citations
Omega-Regular Reward Machines
2023 · 1 citations
A PAC Learning Algorithm for LTL and Omega-regular Objectives in MDPs
2023 · 1 citations
Omega-Regular Decision Processes
2023 · 1 citations
Assume-Guarantee Reinforcement Learning
2023 · 1 citations
Formal Controller Synthesis for Continuous-Space MDPs via Model-Free Reinforcement Learning
2020
Alternating Good-for-MDP Automata
2022
Recursive Reinforcement Learning
2022
Top co-authors
Ashutosh Trivedi
· 11
Mateo Perez
· 10
Ernst Moritz Hahn
· 7
Sven Schewe
· 7
Dominik Wojtczak
· 6
Sadegh Soudjani
· 2
Abolfazl Lavaei
· 1
Alvaro Velasquez
· 1
and Dominik Wojtczak
· 1
and Majid Zamani
· 1
Kishor Jothimurugan
· 1
Milad Kazemi
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Exploration
cs.DS
cs.GT
math.OC
Meta-RL
Multi-Agent