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Siddharth Reddy — most-cited papers & profile · Reinforcement Learning
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Siddharth Reddy
8
papers ·
77
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards
2019 · 53 citations
Shared Autonomy via Deep Reinforcement Learning
2018 · 41 citations
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior
2018 · 26 citations
Learning Human Objectives by Evaluating Hypothetical Behavior
2019 · 9 citations
ASHA: Assistive Teleoperation via Human-in-the-Loop Reinforcement Learning
2022
Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning
2023
Top co-authors
Anca D. Dragan
· 6
Sergey Levine
· 6
Glen Berseth
· 2
Jensen Gao
· 2
Jan Leike
· 1
Sean Chen
· 1
Shane Legg
· 1
Topics
RLHF & Alignment
Model-Based RL
Offline RL
Value-Based
Safe RL
Game AI