Yunsheng Zhang

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

CoRL (1) ICLR (1) IJCAI (1)

Top co-authors

Yang Gao (2) Weirui Ye (2) Pieter Abbeel (2) Shengjie Wang (1) Haoyang Weng (1) Dong Yan (1) Ning Chen (1) Qiang Fu (1) Tong Zhang (1) Hang Su (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Reinforcement Learning (2) Learning Types (2) Robotics (1) Applications (1) Capabilities (1) Learning Paradigms (1) Methods (1)

Keywords

sample efficiency (1) visual representation (1) model-based reinforcement learning (1) action prediction (1) monte carlo tree search (1) foundation model (1) embodied agent (1) imperfect information game (1) alpha zero (1) actor critic (1) action embedding (1) policy (1) success-reward (1) values (1)

Papers

Reinforcement Learning with Foundation Priors: Let Embodied Agent Efficiently Learn on Its Own CoRL 2024 Become a Proficient Player with Limited Data through Watching Pure Videos ICLR 2023 Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu IJCAI 2021