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Bhavya Sukhija — most-cited papers & profile · Reinforcement Learning
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Bhavya Sukhija
16
papers ·
7
citations ·
2
h-index
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Most-cited papers
Sample-efficient and Scalable Exploration in Continuous-Time RL
2025 · 2 citations
Optimistic Active Exploration of Dynamical Systems
2023 · 1 citations
Safe Exploration Using Bayesian World Models and Log-Barrier Optimization
2024 · 1 citations
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
2024 · 1 citations
Model-Based Reinforcement Learning for Control under Time-Varying Dynamics
2026
SOMBRL: Scalable and Optimistic Model-Based RL
2025
Learning Soft Robotic Dynamics with Active Exploration
2025
NeoRL: Efficient Exploration for Nonepisodic RL
2024
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
2023
Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning
2023
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
2024
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
2024
Top co-authors
Andreas Krause
· 12
Lenart Treven
· 8
Florian D\"orfler
· 5
Stelian Coros
· 5
Yarden As
· 4
Carmelo Sferrazza
· 3
Klemens Iten
· 3
Chenhao Li
· 2
Pieter Abbeel
· 2
Arjun Bhardwaj
· 1
Bruce Lee
· 1
Cansu Sancaktar
· 1
Topics
Model-Based RL
Exploration
cs.LG
cs.RO
cs.AI
Safe RL
Meta-RL
Value-Based