Learning Intrinsic Symbolic Rewards in Reinforcement Learning. - Hassam Sheikh; Shauharda Khadka; Santiago Miret; Somdeb Majumdar (CoRR, 2020)

Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning. - Varun Kumar Vijay; Hassam Sheikh; Somdeb Majumdar; Mariano Phielipp (CoRR, 2021)

Maximizing Ensemble Diversity in Deep Reinforcement Learning. - Hassam Sheikh; Mariano Phielipp; Ladislau Bölöni (ICLR, 2022)

DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning. - Hassam Sheikh; Kizza Frisbee; Mariano Phielipp (ICML, 2022)