Yu-Shuen Wang
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Research topics
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
reinforcement learning
(2)
adversarial learning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
sim-to-real transfer
(1)
style transfer
(1)
adversarial training
(1)
image-to-image translation
(1)
feature disentanglement
(1)
domain randomization
(1)
value function estimation
(1)
normalizing flow
(1)
adversarial perturbation
(1)
generative adversarial network
(1)
portfolio management
(1)
style disentanglement
(1)
deterministic policy gradient
(1)
hamilton-jacobi-bellman equation
(1)
model-free algorithm
(1)
stochastic policy gradient
(1)
Papers
Relaxed Transition Kernels can Cure Underestimation in Adversarial Offline Reinforcement Learning
ACML 2025
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
ICML 2024
Contrastive Learning and Reward Smoothing for Deep Portfolio Management
IJCAI 2023
Revisiting Domain Randomization via Relaxed State-Adversarial Policy Optimization
ICML 2023
Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization
CVPR 2022