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Sungryull Sohn β most-cited papers & profile Β· AI for Code
β authors
Β·
overview
Sungryull Sohn
15
papers Β·
52
citations
Google Scholar β
Semantic Scholar β
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Most-cited papers
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies
2018 Β· 30 citations
Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
2021 Β· 6 citations
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies
2020 Β· 3 citations
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
2021 Β· 1 citations
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
2022 Β· 1 citations
Scalable Video-to-dataset Generation For Cross-platform Mobile Agents
2025
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment
2020
MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning
2023
Topics
Exploration
Meta-RL
Model-Based RL
Value-Based
Policy Gradient
Game AI
Multi-Agent
Vision-Language Models
Video-Language
Embodied & Agents