← Authors

Archana Bura

2 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) NIPS (1)

Top co-authors

Dileep Kalathil (2) Aria HasanzadeZonuzy (2) Srinivas Shakkottai (2) Jean-Francois Chamberland (1)

Keywords

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