Anas Barakat
Anas Barakat
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Latest
A Prospect-Theoretic Policy Gradient Framework for Behaviorally Nuanced Reinforcement Learning
On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
Invited talk - ICCOPT 2025
Online Multi-Agent Control with Adversarial Disturbances
Optimistic Online Learning in Symmetric Cone Games
Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last Iterate Convergence
Invited talk - Learning Theory and Applications Workshop, NTU
Invited talk - Finance and RL Talks
Independent Policy Mirror Descent for Markov Potential Games: Scaling to Large Number of Players
Invited talk - 4th Symposium on Machine Learning and Dynamical Systems
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