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Poster
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Tue 15:15
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Neural Lyapunov Control for Discrete-Time Systems
Junlin Wu · Andrew Clark · Yiannis Kantaros · Yevgeniy Vorobeychik
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Workshop
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Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine
Ketong Shao · Diego Romeres · Ankush Chakrabarty · Ali Mesbah
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Poster
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Wed 8:45
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Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees
Wenqi Cui · Yan Jiang · Baosen Zhang · Yuanyuan Shi
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Poster
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Wed 8:45
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Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach
Jinqiu Jin · Haoxuan Li · Fuli Feng · Sihao Ding · Peng Wu · Xiangnan He
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Workshop
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Generative Intrinsic Optimization: Intrisic Control with Model Learning
Jianfei Ma
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Poster
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Wed 15:00
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Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs
Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Alejandro Ribeiro
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Poster
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Wed 8:45
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Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths
Lars Holdijk · Yuanqi Du · Ferry Hooft · Priyank Jaini · Berend Ensing · Max Welling
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Poster
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Thu 15:00
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Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
Dominik Straub · Matthias Schultheis · Heinz Koeppl · Constantin Rothkopf
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Poster
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Tue 8:45
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Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
Nate Rahn · Pierluca D'Oro · Harley Wiltzer · Pierre-Luc Bacon · Marc Bellemare
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Poster
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Thu 15:00
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Complexity of Derivative-Free Policy Optimization for Structured H∞ Control
Xingang Guo · Darioush Keivan · Geir Dullerud · Peter Seiler · Bin Hu
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Workshop
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Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs
Keyan Miao · Konstantinos Gatsis
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Workshop
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A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
Avisek Naug · Antonio Guillen-Perez · Ricardo Luna Gutierrez · Vineet Gundecha · Sahand Ghorbanpour · Sajad Mousavi · Ashwin Ramesh Babu · Soumyendu Sarkar
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