Bhavya Sukhija
9 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Reinforcement Learning
(6)
Learning Types
(6)
Methods
(6)
Core AI
(5)
Optimization & Theory
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Paradigms
(1)
Systems
(1)
Keywords
epistemic uncertainty
(4)
model-based reinforcement learning
(4)
optimal control
(3)
gaussian process
(3)
reinforcement learning
(2)
sample efficiency
(2)
probabilistic model
(2)
efficient exploration
(1)
bayesian optimization
(1)
markov decision process
(1)
nonlinear dynamical system
(1)
optimistic exploration
(1)
off-policy learning
(1)
multi-armed bandit
(1)
dynamical system
(1)
regret bound
(1)
exploration-exploitation tradeoff
(1)
information gain
(1)
transductive learning
(1)
active learning
(1)
Papers
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
ICLR 2025
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
ICLR 2025
NeoRL: Efficient Exploration for Nonepisodic RL
NeurIPS 2024
Transductive Active Learning: Theory and Applications
NeurIPS 2024
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
NeurIPS 2024
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
NeurIPS 2023
Hallucinated adversarial control for conservative offline policy evaluation
UAI 2023
Optimistic Active Exploration of Dynamical Systems
NeurIPS 2023
Tuning Legged Locomotion Controllers via Safe Bayesian Optimization
CoRL 2023