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Lam M. Nguyen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lam M. Nguyen
8
papers ·
59
citations ·
17
h-index
IBM Research - Thomas J. Watson Research Center
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
2020 · 17 citations
Finite-Time Analysis of Stochastic Gradient Descent under Markov Randomness
2020 · 11 citations
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning
2020 · 6 citations
Attacking c-MARL More Effectively: A Data Driven Approach
2022 · 4 citations
Finding Optimal Policy for Queueing Models: New Parameterization
2022 · 2 citations
Top co-authors
Nhan H. Pham
· 3
Dzung T. Phan
· 2
Haoran Zhu
· 1
Hoang Thanh Lam
· 1
Jayant R. Kalagnanam
· 1
Jie Chen
· 1
Justin Romberg
· 1
Katya Scheinberg
· 1
Marten van Dijk
· 1
Pavankumar Murali
· 1
Phuong Ha Nguyen
· 1
Quoc Tran-Dinh
· 1
Topics
Policy Gradient
Model-Based RL
Safe RL
cs.DS
math.OC
stat.ML
Multi-Agent