Aria HasanzadeZonuzy
3 papers · 2021–2022 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
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