Aivar Sootla
4 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)
👑
Triple Crown
Conferences
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
safety constraint
(2)
policy learning
(1)
markov decision process
(1)
constraint satisfaction
(1)
policy improvement
(1)
safe reinforcement learning
(1)
model-free reinforcement learning
(1)
policy generalization
(1)
safe exploration
(1)
state augmentation
(1)
almost surely safety
(1)
safety state augmentation
(1)
reinforcement learning
(1)
safety budget
(1)
Papers
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
ICLR 2023
Enhancing Safe Exploration Using Safety State Augmentation
NIPS 2022
Reinforcement Learning in Presence of Discrete Markovian Context Evolution
ICLR 2022
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation
ICML 2022