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Siddharth Nayak — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Siddharth Nayak
9
papers ·
26
citations ·
9
h-index
Albert Einstein College of Medicine · Montefiore Health System · Mitsubishi Electric (United States)
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Most-cited papers
Cooperation and Fairness in Multi-Agent Reinforcement Learning
2024 · 11 citations
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
Identifying Differential Patient Care Through Inverse Intent Inference
2024
Top co-authors
Hamsa Balakrishnan
· 3
Jasmine Jerry Aloor
· 2
Sydney Dolan
· 2
and Sanjat Kanjilal
· 1
Aniruddha Singhal
· 1
Ansuma Basumatary
· 1
Christopher Chin
· 1
Harshad Khadilkar
· 1
Harsh Vardhan Singh
· 1
Hyewon Jeong
· 1
Karthik Gopalakrishnan
· 1
Kenneth Choi
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Exploration
Safe RL
Offline RL