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Eric Mazumdar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Eric Mazumdar
15
papers ·
30
citations ·
9
h-index
California Institute of Technology · Mathematical Systems & Solutions (United States) · Department of Mathematical Sciences
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Most-cited papers
Feedback Linearization for Unknown Systems via Reinforcement Learning
2019 · 18 citations
Policy-Gradient Algorithms Have No Guarantees of Convergence in Linear Quadratic Games
2019 · 9 citations
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
2025 · 1 citations
Technical Report: Adaptive Control for Linearizable Systems Using On-Policy Reinforcement Learning
2020 · 1 citations
Strategically Robust Multi-Agent Reinforcement Learning with Linear Function Approximation
2026
Distributionally Robust Cooperative Multi-Agent Reinforcement Learning via Robust Value Factorization
2026
Provably Convergent Actor-Critic for MARL through Risk-aversion
2026
Training Generalizable Collaborative Agents via Strategic Risk Aversion
2026
Two-Timescale Q-Learning with Function Approximation in Zero-Sum Stochastic Games
2023
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
2024
Model-Free Robust $φ$-Divergence Reinforcement Learning Using Both Offline and Online Data
2024
Tractable Equilibrium Computation in Markov Games through Risk Aversion
2024
Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning
2024
Top co-authors
Adam Wierman
· 5
Laixi Shi
· 4
Kishan Panaganti
· 3
S. Shankar Sastry
· 3
Yuejie Chi
· 3
Chengrui Qu
· 2
David Fridovich-Keil
· 2
Lillian J. Ratliff
· 2
Tyler Westenbroek
· 2
Valmik Prabhu
· 2
Yizhou Zhang
· 2
and Adam Wierman
· 1
Topics
Multi-Agent
Model-Based RL
Game AI
cs.MA
cs.LG
Policy Gradient
cs.GT
cs.AI
Value-Based
Safe RL