Aria HasanzadeZonuzy

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) IJCAI (1) NeurIPS (1)

Top co-authors

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

Research topics

Artificial Intelligence (3) Reinforcement Learning (3) Core AI (3) Methods (3) Machine Learning (1) Applications (1) Learning Types (1) Optimization & Theory (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 NeurIPS 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