Yamen Habib

I am currently pursuing a PhD in Reinforcement Learning and Decision Making as a PhD student at the Moreno Bote Lab in Barcelona.

Research

I'm interested in Reinforcement learning, deep learning, Optimization, and Learning theory.

	Unsupervised Action-Policy Quantization via Maximum Entropy Mixture Policies with Minimum Entropy Components Yamen Habib, Dmytro Grytskyy, Rubén Moreno-Bote arxiv, 2024 Project Page / Thread / Paper
	Enhancing Exploration via Off-Reward Dynamic Reference Reinforcement Learning Yamen Habib, Dmytro Grytskyy, Rubén Moreno-Bote arxiv, 2024 Project Page / Thread / Paper
	Complex behavior from intrinsic motivation to occupy future action-state path space Jorge Ramírez-Ruiz, Dmytro Grytskyy, Chiara Mastrogiuseppe, Yamen Habib, Rubén Moreno-Bote Nature Communications, 2024 thread / paper