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Talebi, Mohammad Sadegh
10 publications
ICLR
2025
Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics
Ahana Deb
,
Roberto Cipollone
,
Anders Jonsson
,
Alessandro Ronca
,
Mohammad Sadegh Talebi
AISTATS
2023
Exploration in Reward Machines with Low Regret
Hippolyte Bourel
,
Anders Jonsson
,
Odalric-Ambrym Maillard
,
Mohammad Sadegh Talebi
ACML
2023
Logarithmic Regret in Communicating MDPs: Leveraging Known Dynamics with Bandits
Hassan Saber
,
Fabien Pesquerel
,
Odalric-Ambrym Maillard
,
Mohammad Sadegh Talebi
NeurIPS
2023
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
Roberto Cipollone
,
Anders Jonsson
,
Alessandro Ronca
,
Mohammad Sadegh Talebi
ICMLW
2022
Exploration in Reward Machines with Low Regret
Hippolyte Bourel
,
Anders Jonsson
,
Odalric-Ambrym Maillard
,
Mohammad Sadegh Talebi
NeurIPS
2020
Adversarial Bandits with Corruptions: Regret Lower Bound and No-Regret Algorithm
Lin Yang
,
Mohammad Hajiesmaili
,
Mohammad Sadegh Talebi
,
John C. S. Lui
,
Wing Shing Wong
ICML
2020
Tightening Exploration in Upper Confidence Reinforcement Learning
Hippolyte Bourel
,
Odalric Maillard
,
Mohammad Sadegh Talebi
NeurIPS
2019
Learning Multiple Markov Chains via Adaptive Allocation
Mohammad Sadegh Talebi
,
Odalric-Ambrym Maillard
ACML
2019
Model-Based Reinforcement Learning Exploiting State-Action Equivalence
Mahsa Asadi
,
Mohammad Sadegh Talebi
,
Hippolyte Bourel
,
Odalric-Ambrym Maillard
ALT
2018
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs
Mohammad Sadegh Talebi
,
Odalric-Ambrym Maillard