Wangkun Xu
3 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
Top co-authors
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
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
NIPS 2024
E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning
AAAI 2024
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks
NIPS 2021