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Jongwook Choi — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jongwook Choi
14
papers ·
75
citations ·
12
h-index
Defense Intelligence Agency · Hanyang University · Chung-Ang University
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Most-cited papers
Contingency-Aware Exploration in Reinforcement Learning
2018 · 28 citations
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
2019 · 14 citations
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
2021 · 6 citations
Environment Generation for Zero-Shot Compositional Reinforcement Learning
2022 · 5 citations
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
2020 · 3 citations
Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning
2021 · 3 citations
Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning
2024 · 3 citations
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
2021 · 1 citations
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
2022 · 1 citations
Top co-authors
Honglak Lee
· 8
Sungryull Sohn
· 4
Aleksandra Faust
· 2
Hyunjae Woo
· 2
Izzeddin Gur
· 2
Marcin Moczulski
· 2
Mohammad Norouzi
· 2
Yijie Guo
· 2
Alexander Nikulin
· 1
Antonin Raffin
· 1
Archit Sharma
· 1
Arjun KG
· 1
Topics
Exploration
Game AI
Meta-RL
Model-Based RL
Value-Based
Policy Gradient
Safe RL
Offline RL
Multi-Agent