Model-Based Reinforcement Learning Exploiting State-Action Equivalence. - Mahsa Asadi; Mohammad Sadegh Talebi; Hippolyte Bourel; Odalric-Ambrym Maillard (ACML, 2019)

Tightening Exploration in Upper Confidence Reinforcement Learning. - Hippolyte Bourel; Odalric Maillard; Mohammad Sadegh Talebi (ICML, 2020)

Exploration in Reward Machines with Low Regret. - Hippolyte Bourel; Anders Jonsson 001; Odalric-Ambrym Maillard; Mohammad Sadegh Talebi (AISTATS, 2023)

Provably Efficient Exploration in Reward Machines with Low Regret. - Hippolyte Bourel; Anders Jonsson 001; Odalric-Ambrym Maillard; Chenxiao Ma; Mohammad Sadegh Talebi (CoRR, 2024)