Mengxi Li

4 papers · 2018–2021 · 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 🐣 Hot Topic Early Bird

Venues

CoRL (2) CVPR (1) RSS (1)

Top co-authors

Dorsa Sadigh (3) Yilun Hao (1) Minae Kwon (1) Yong Ren (1) Yucen Luo (1) Bo Zhang (1) Dylan P. Losey (1) Jun Zhu (1) Alexandre Bucquet (1) Jeannette Bohg (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Applications (2) Core AI (2) Methods (2) Deep Learning (1) Machine Learning (1) Robotics (1) Capabilities (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

multi-agent system (2) graph-based learning (1) decentralized control (1) robot manipulation (1) learning from demonstration (1) consistency regularization (1) dynamics mismatch (1) teacher-student model (1) robot policy (1) emergent behavior (1) policy imitation (1) robot team (1) role assignment (1) collaborative task (1) implicit communication (1) decentralized robot team (1) human-robot team (1) team dynamics (1) semi-supervised learning (1) feasibility prediction (1)

Papers

Learning Feasibility to Imitate Demonstrators with Different Dynamics CoRL 2021 Influencing Leading and Following in Human-Robot Teams RSS 2019 Learning from My Partner’s Actions: Roles in Decentralized Robot Teams CoRL 2019 Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018