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Siddharth Srivastava — most-cited papers & profile · Reinforcement Learning
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Siddharth Srivastava
14
papers ·
97
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
An Anytime Algorithm for Task and Motion MDPs
2018 · 5 citations
Multi-Task Option Learning and Discovery for Stochastic Path Planning
2022 · 2 citations
Learning Dynamic Abstract Representations for Sample-Efficient Reinforcement Learning
2022
Belief-State Query Policies for User-Aligned POMDPs
2024
AI Planning: A Primer and Survey (Preliminary Report)
2024
Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning
2024
Top co-authors
Rashmeet Kaur Nayyar
· 2
Daniel Bramblett
· 1
Dillon Z. Chen
· 1
Mehdi Dadvar
· 1
Michael Katz
· 1
Naman Shah
· 1
Nishant Desai
· 1
Pulkit Verma
· 1
Richard Freedman
· 1
Shlomo Zilberstein
· 1
Sylvie Thi\'ebaux
· 1
Topics
Model-Based RL
Meta-RL
Exploration
Value-Based
RLHF & Alignment
Policy Gradient