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Keith W. Ross — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Keith W. Ross
6
papers ·
71
citations ·
64
h-index
New York University Abu Dhabi
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
First Order Constrained Optimization in Policy Space
2020 · 52 citations
On-Policy Deep Reinforcement Learning for the Average-Reward Criterion
2021 · 12 citations
Supervised Policy Update for Deep Reinforcement Learning
2018 · 3 citations
Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance
2021 · 3 citations
Efficient Entropy for Policy Gradient with Multidimensional Action Space
2018 · 1 citations
Finite-Sample Analysis of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning
2024
Top co-authors
Yiming Zhang
· 3
Quan Vuong
· 2
Che Wang
· 1
Kenny Song
· 1
Pierre Youssef
· 1
Quan Ho Vuong
· 1
Suei-Wen Chen
· 1
Xiao-Yue Gong
· 1
Xinyue Chen
· 1
Yanqiu Wu
· 1
Yiming Zhang
· 1
Yiming Zhang
· 1
Topics
Policy Gradient
Exploration
Safe RL
Value-Based
Model-Based RL
Multi-Agent