Aria HasanzadeZonuzy

3 papers · 2021–2022 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

AAAI (1) IJCAI (1) NIPS (1)

Top co-authors

Dileep Kalathil (3) Srinivas Shakkottai (3) Archana Bura (2) Jean-Francois Chamberland (1)

Keywords

safety constraint (3) constrained markov decision process (3) safe reinforcement learning (3) sample complexity (2) constraint satisfaction (1) model-based reinforcement learning (1) generative model (1) constrained mdp (1) optimistic pessimistic exploration (1) reinforcement learning (1) objective regret (1) constrained reinforcement learning (1) pac learning (1) policy learning (1)

Papers

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning NIPS 2022

Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs AAAI 2021

Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes IJCAI 2021