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Siddharth Nayak — most-cited papers & profile · Reinforcement Learning
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overview
Siddharth Nayak
5
papers ·
14
citations ·
9
h-index
Albert Einstein College of Medicine · Montefiore Health System · Mitsubishi Electric (United States)
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Most-cited papers
A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing
2020 · 7 citations
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
2022 · 4 citations
Asynchronous Cooperative Multi-Agent Reinforcement Learning with Limited Communication
2025 · 1 citations
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming
2021 · 1 citations
Top co-authors
Hamsa Balakrishnan
· 3
Sydney Dolan
· 2
Aniruddha Singhal
· 1
Ansuma Basumatary
· 1
Christopher Chin
· 1
Harshad Khadilkar
· 1
Harsh Vardhan Singh
· 1
Jasmine Jerry Aloor
· 1
Karthik Gopalakrishnan
· 1
Kenneth Choi
· 1
Luke Kenworthy
· 1
Rajesh Sinha
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Exploration
Safe RL