Xuan Di
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Methods
(2)
Optimization
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
unobserved confounder
(3)
causal inference
(3)
imitation learning
(2)
adversarial learning
(1)
function approximation
(1)
sample complexity
(1)
autonomous driving
(1)
inverse reinforcement learning
(1)
behavior cloning
(1)
markov decision process
(1)
curse of dimensionality
(1)
equilibrium
(1)
neural network regularization
(1)
game equilibrium
(1)
online algorithm
(1)
autonomous vehicle
(1)
expert demonstration
(1)
data efficiency
(1)
causal imitation learning
(1)
partial identification
(1)
Papers
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation
ICLR 2025
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
NeurIPS 2024
Graphon Mean Field Games with a Representative Player: Analysis and Learning Algorithm
ICML 2024
Causal Imitation Learning via Inverse Reinforcement Learning
ICLR 2023
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
AAAI 2022
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models
AAAI 2021