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Hiteshi Sharma — most-cited papers & profile · Reinforcement Learning
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Hiteshi Sharma
8
papers ·
182
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes
2019 · 19 citations
Randomized Policy Learning for Continuous State and Action MDPs
2020
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
2024
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning
2024
Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning
2024
Top co-authors
Donghan Yu
· 2
Rahul Jain
· 2
Shuohang Wang
· 2
Chen-Yu Wei
· 1
Haipeng Luo
· 1
Hany Hassan
· 1
Han Zhong
· 1
Hosein Hasanbeig
· 1
Kevin Jamieson
· 1
Mehdi Jafarnia-Jahromi
· 1
Nabil Omi
· 1
Nikos Karampatziakis
· 1
Topics
Model-Based RL
Exploration
RLHF & Alignment
Value-Based
Policy Gradient
Safe RL
Meta-RL
Game AI