Pragnya Alatur

According to our database, Pragnya Alatur authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Truly No-Regret Learning in Constrained MDPs.

Adrian Müller, Pragnya Alatur, Volkan Cevher, Giorgia Ramponi, Niao He

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Independent Policy Mirror Descent for Markov Potential Games: Scaling to Large Number of Players.

Pragnya Alatur, Anas Barakat, Niao He

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

Provably Learning Nash Policies in Constrained Markov Potential Games.

Pragnya Alatur, Giorgia Ramponi, Niao He, Andreas Krause

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Cancellation-Free Regret Bounds for Lagrangian Approaches in Constrained Markov Decision Processes.

Adrian Müller, Pragnya Alatur, Giorgia Ramponi, Niao He

CoRR, 2023

2020

Multi-Player Bandits: The Adversarial Case.

Pragnya Alatur, Kfir Y. Levy, Andreas Krause

J. Mach. Learn. Res., 2020