Xinqi Wang
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(2)
k-means clustering
(1)
curriculum learning
(1)
sample complexity
(1)
behavior cloning
(1)
markov decision process
(1)
model-based reinforcement learning
(1)
minimax optimal
(1)
diffusion model
(1)
latent representation
(1)
theoretical bound
(1)
density ratio
(1)
compounding error
(1)
age of information
(1)
autonomous underwater vehicle
(1)
underwater task
(1)
information freshness
(1)
trajectory clustering
(1)
distributional successor feature
(1)
gap-dependent bound
(1)
Papers
Policy-Based Trajectory Clustering in Offline Reinforcement Learning
UAI 2026
AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract)
AAAI 2025
Distributional Successor Features Enable Zero-Shot Policy Optimization
NeurIPS 2024
On Gap-dependent Bounds for Offline Reinforcement Learning
NeurIPS 2022