Search Results for author: Shuxin Li

Found 7 papers, 3 papers with code

Offline Equilibrium Finding

1 code implementation12 Jul 2022 Shuxin Li, Xinrun Wang, Jakub Cerny, Youzhi Zhang, Hau Chan, Bo An

Offline RL proved very successful, paving a path to solving previously intractable real-world problems, and we aim to generalize this paradigm to a multi-agent or multiplayer-game setting.

Offline RL

CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space

no code implementations18 May 2021 Shuxin Li, Youzhi Zhang, Xinrun Wang, Wanqi Xue, Bo An

The challenge of solving this type of game is that the team's joint action space grows exponentially with the number of agents, which results in the inefficiency of the existing algorithms, e. g., Counterfactual Regret Minimization (CFR).

Relaxing Relationship Queries on Graph Data

1 code implementation24 Feb 2020 Shuxin Li, Gong Cheng, Chengkai Li

We prove that verifying the success of a sub-query turns into finding an entity (called a certificate) that satisfies a distance-based condition about the query entities.

A Framework for Evaluating Snippet Generation for Dataset Search

no code implementations2 Jul 2019 Xiaxia Wang, Jinchi Chen, Shuxin Li, Gong Cheng, Jeff Z. Pan, Evgeny Kharlamov, Yuzhong Qu

Reusing existing datasets is of considerable significance to researchers and developers.

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