Wanqi Xue
7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(5)
Conferences
AAAI (3)
IJCAI (3)
ICLR (1)
Top co-authors
Keywords
extensive-form game
(2)
game theory
(2)
multi-agent system
(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)
preference-based reinforcement learning
(1)
data efficiency
(1)
human preference
(1)
scalable algorithm
(1)
combinatorial action space
(1)
joint action strategy
(1)
graph game
(1)
pursuit-evasion game
(1)
Papers
Reinforcement Learning from Diverse Human Preferences
IJCAI 2024
Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies
AAAI 2023
ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor
ICLR 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