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Santu Rana — most-cited papers & profile · Reinforcement Learning
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overview
Santu Rana
15
papers ·
14
citations ·
26
h-index
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Most-cited papers
A New Representation of Successor Features for Transfer across Dissimilar Environments
2021 · 4 citations
Fast Model-based Policy Search for Universal Policy Networks
2022 · 2 citations
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support
2021 · 1 citations
Human-Aligned Skill Discovery: Balancing Behaviour Exploration and Alignment
2025
Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning
2019
Intuitive Physics Guided Exploration for Sample Efficient Sim2real Transfer
2021
Plug and Play, Model-Based Reinforcement Learning
2021
Zero-shot Sim2Real Adaptation Across Environments
2023
LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying
2023
Dynamic Policy Fusion for User Alignment Without Re-Interaction
2024
Top co-authors
Svetha Venkatesh
· 8
Thommen George Karimpanal
· 6
Buddhika Laknath Semage
· 3
Sunil Gupta
· 3
Hung Le
· 2
Majid Abdolshah
· 2
Thommen Karimpanal George
· 2
Truyen Tran
· 2
Ajsal Shereef Palattuparambil
· 1
Hung Le
· 1
Hung Tran-The
· 1
Laknath Buddhika Semage
· 1
Topics
Exploration
Model-Based RL
Meta-RL
RLHF & Alignment
Safe RL
Offline RL
Policy Gradient