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David Hsu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
David Hsu
15
papers ·
93
citations ·
31
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations
2020 · 23 citations
Hindsight Trust Region Policy Optimization
2019 · 8 citations
Contrastive Variational Reinforcement Learning for Complex Observations
2020 · 6 citations
POMDP-lite for Robust Robot Planning under Uncertainty
2016 · 4 citations
Context-Hierarchy Inverse Reinforcement Learning
2022
Receding Horizon Inverse Reinforcement Learning
2022
On the Effective Horizon of Inverse Reinforcement Learning
2023
Top co-authors
Wee Sun Lee
· 2
Wee Sun Lee
· 2
Wei Gao
· 2
Emilio Frazzoli
· 1
Finale Doshi-Velez
· 1
Hanbo Zhang
· 1
Min Chen
· 1
Nanning Zheng
· 1
Nan Ye
· 1
Péter Karkus
· 1
Site Bai
· 1
Siwei Chen
· 1
Topics
Model-Based RL
Exploration
Game AI
Meta-RL
Offline RL
Value-Based
Policy Gradient
Safe RL