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Svetha Venkatesh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Svetha Venkatesh
35
papers ·
144
citations ·
60
h-index
Deakin University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A New Representation of Successor Features for Transfer across Dissimilar Environments
2021 · 4 citations
Distributional Reinforcement Learning via Moment Matching
2020 · 2 citations
Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization
2021 · 2 citations
Fast Model-based Policy Search for Universal Policy Networks
2022 · 2 citations
Learning to Transfer Role Assignment Across Team Sizes
2022 · 2 citations
Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning
2020 · 1 citations
Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks
2021 · 1 citations
Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support
2021 · 1 citations
Uncertainty-Guided Checkpoint Selection for Reinforcement Finetuning of Large Language Models
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
Learning to Constrain Policy Optimization with Virtual Trust Region
2022
On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
2022
Zero-shot Sim2Real Adaptation Across Environments
2023
Top co-authors
Santu Rana
· 8
Sunil Gupta
· 5
Thommen George Karimpanal
· 5
Hung Le
· 4
Thanh Nguyen-Tang
· 4
Truyen Tran
· 4
Buddhika Laknath Semage
· 3
Dung Nguyen
· 3
Hung Le
· 3
Majid Abdolshah
· 3
Sunil Gupta
· 3
Thommen Karimpanal George
· 3
Topics
Exploration
Model-Based RL
Meta-RL
Offline RL
Game AI
Safe RL
RLHF & Alignment
Value-Based
Multi-Agent
Policy Gradient