Wangkun Xu
3 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
multi-agent reinforcement learning
(1)
neural tangent kernel
(1)
robust optimization
(1)
feature learning
(1)
uncertainty quantification
(1)
constraint optimization
(1)
adversarial training
(1)
constrained optimization
(1)
second-order optimization
(1)
end-to-end learning
(1)
gauss-newton optimization
(1)
decentralized partial observable markov decision process
(1)
reversible architecture
(1)
power system operation
(1)
power distribution network
(1)
active voltage control
(1)
voltage quality
(1)
Papers
E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning
AAAI 2024
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NeurIPS 2024
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks
NeurIPS 2021