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Sameer Singh — most-cited papers & profile · Reinforcement Learning
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Sameer Singh
12
papers ·
170
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution
2019 · 22 citations
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
2023 · 9 citations
Learning to Query Internet Text for Informing Reinforcement Learning Agents
2022 · 1 citations
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
2024 · 1 citations
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
2023
Top co-authors
Kolby Nottingham
· 4
Roy Fox
· 3
Alane Suhr
· 1
Alekhya Pyla
· 1
Balaji Krishnamurthy
· 1
Bhavana Dalvi Mishra
· 1
Bodhisattwa Prasad Majumder
· 1
Dhruv Kayastha
· 1
Hannaneh Hajishirzi
· 1
JB Lanier
· 1
Kyungmin Kim
· 1
Nikaash Puri
· 1
Topics
Game AI
Model-Based RL
Value-Based
RLHF & Alignment
Exploration
Meta-RL