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Pragnya Alatur — most-cited papers & profile · Reinforcement Learning
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Pragnya Alatur
4
papers ·
3
citations
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Most-cited papers
Provably Learning Nash Policies in Constrained Markov Potential Games
2023 · 2 citations
Independent Policy Mirror Descent for Markov Potential Games: Scaling to Large Number of Players
2024 · 1 citations
Cancellation-Free Regret Bounds for Lagrangian Approaches in Constrained Markov Decision Processes
2023
Truly No-Regret Learning in Constrained MDPs
2024
Top co-authors
Niao He
· 4
Giorgia Ramponi
· 3
Adrian M\"uller
· 2
Anas Barakat
· 1
Andreas Krause
· 1
Volkan Cevher
· 1
Topics
Safe RL
Model-Based RL
Multi-Agent
Game AI
Exploration
Policy Gradient