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Debmalya Mandal — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Debmalya Mandal
14
papers ·
5
citations ·
11
h-index
Columbia University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Socially Fair Reinforcement Learning
2022 · 3 citations
Online Reinforcement Learning with Uncertain Episode Lengths
2023 · 1 citations
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
2024 · 1 citations
Corruption-robust Offline Multi-agent Reinforcement Learning From Human Feedback
2026
Sparse Offline Reinforcement Learning with Corruption Robustness
2025
On Corruption-Robustness in Performative Reinforcement Learning
2025
Independent Learning in Performative Markov Potential Games
2025
Distributionally Robust Reinforcement Learning with Human Feedback
2025
Strategyproof Reinforcement Learning from Human Feedback
2025
Performative Reinforcement Learning
2022
Stochastic Principal-Agent Problems: Efficient Computation and Learning
2023
Corruption Robust Offline Reinforcement Learning with Human Feedback
2024
Performative Reinforcement Learning in Gradually Shifting Environments
2024
Performative Reinforcement Learning with Linear Markov Decision Process
2024
Top co-authors
Goran Radanovic
· 7
Adish Singla
· 4
Andi Nika
· 4
Jiarui Gan
· 3
Parameswaran Kamalaruban
· 3
and Goran Radanovic
· 2
and Goran Radanovi\'c
· 2
Paulius Sasnauskas
· 2
Rupak Majumdar
· 2
Stelios Triantafyllou
· 2
and Jiarui Gan
· 1
Ben Rank
· 1
Topics
Model-Based RL
Multi-Agent
Safe RL
RLHF & Alignment
Offline RL
Value-Based
Policy Gradient
Game AI
Meta-RL
Exploration