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Mehul Damani — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mehul Damani
7
papers ·
100
citations ·
6
h-index
Moscow Institute of Thermal Technology · Massachusetts Institute of Technology
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Most-cited papers
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
2023 · 93 citations
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
2021 · 6 citations
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control
2023 · 1 citations
Vector Policy Optimization: Training for Diversity Improves Test-Time Search
2026
CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control
2026
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
2025
Distributed Reinforcement Learning for Robot Teams: A Review
2022
Top co-authors
and Guillaume Sartoretti
· 2
Guillaume Sartoretti
· 2
Stewart Slocum
· 2
Adrian Egli
· 1
Akarsh Kumar
· 1
Aleksandar Nikov
· 1
Aleksei Shpilman
· 1
Anand Siththaranjan
· 1
Anca Dragan
· 1
Andi Peng
· 1
Charbel-Rapha\"el Segerie
· 1
Christian Scheller
· 1
Topics
Policy Gradient
Model-Based RL
Multi-Agent
RLHF & Alignment
Safe RL
Exploration
Value-Based