Wanqi Xue

7 papers · 2020–2024 · 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 (17) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

AAAI (3) IJCAI (3) ICLR (1)

Top co-authors

Bo An (6) Xinrun Wang (3) Shuxin Li (3) Youzhi Zhang (3) Chai Kiat Yeo (2) Shuicheng Yan (1) Jakub Černý (1) Wei Wang (1) Kun Gai (1) Zhongwen Xu (1)

Research topics

Machine Learning (5) Artificial Intelligence (4) Reinforcement Learning (4) Core AI (4) Learning Types (4) Methods (4) Computer Vision (1) Data Science & Analytics (1) Deep Learning (1) Analysis (1) Applications (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

extensive-form game (3) multi-agent system (2) network security game (2) game theory (2) metric learning (1) deep learning (1) feature space (1) counterfactual regret minimization (1) decentralized control (1) monte carlo tree search (1) game equilibrium (1) ensemble method (1) reward model (1) sequential recommendation (1) preference-based reinforcement learning (1) data efficiency (1) human preference (1) scalable algorithm (1) combinatorial action space (1) joint action strategy (1)

Papers

Reinforcement Learning from Diverse Human Preferences IJCAI 2024 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor ICLR 2023 Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies AAAI 2023 NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search AAAI 2022 CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space IJCAI 2021 Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-Play IJCAI 2021 One-Shot Image Classification by Learning to Restore Prototypes AAAI 2020