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Hung Le — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hung Le
12
papers ·
339
citations ·
21
h-index
Japan Advanced Institute of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A New Representation of Successor Features for Transfer across Dissimilar Environments
2021 · 4 citations
Model-Based Episodic Memory Induces Dynamic Hybrid Controls
2021 · 3 citations
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
2025 · 1 citations
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning
2025
Hybrid Cross-domain Robust Reinforcement Learning
2025
Learning to Constrain Policy Optimization with Virtual Trust Region
2022
Improving Document Image Understanding with Reinforcement Finetuning
2022
Beyond Surprise: Improving Exploration Through Surprise Novelty
2023
LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying
2023
Top co-authors
Svetha Venkatesh
· 4
Linh Le Pham Van
· 3
Majid Abdolshah
· 3
Minh Hoang Nguyen
· 3
Sunil Gupta
· 3
Thommen Karimpanal George
· 3
Kien Do
· 2
Santu Rana
· 2
Sunil Gupta
· 2
Thommen George Karimpanal
· 2
Truyen Tran
· 2
Bao-Sinh Nguyen
· 1
Topics
Model-Based RL
Offline RL
Meta-RL
Game AI
Safe RL
Exploration
Policy Gradient
RLHF & Alignment
Value-Based