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Mehdi Dastani — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mehdi Dastani
5
papers ·
38
citations ·
36
h-index
Utrecht University · Czech Academy of Sciences, Institute of Computer Science
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Most-cited papers
A Survey of Multi-Agent Deep Reinforcement Learning with Communication
2022 · 33 citations
Using Cognitive Models to Train Warm Start Reinforcement Learning Agents for Human-Computer Interactions
2021 · 5 citations
Pushdown Reward Machines for Reinforcement Learning
2025
Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning
2025
Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks
2024
Top co-authors
Shihan Wang
· 4
Changxi Zhu
· 2
Brian Logan
· 1
Chao Zhang
· 1
Giovanni Varricchione
· 1
Henk Aarts
· 1
Natasha Alechina
· 1
Sheila A. McIlraith
· 1
Shuai Han
· 1
Toryn Q. Klassen
· 1
Topics
Value-Based
Multi-Agent
Meta-RL
Model-Based RL
Offline RL
Policy Gradient
RLHF & Alignment
Exploration