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21 Results
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Workshop
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Pragmatic Fairness: Optimizing Policies with Outcome Disparity Control Limor Gultchin · Siyuan Guo · Alan Malek · Silvia Chiappa · Ricardo Silva |
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Workshop
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DRL-EPANET: Deep reinforcement learning for optimal control at scale in Water Distribution Systems Anas Belfadil · David Modesto · Jose Martin H. |
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Poster
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Wed 14:00 |
Thompson Sampling Efficiently Learns to Control Diffusion Processes Mohamad Kazem Shirani Faradonbeh · Mohamad Sadegh Shirani Faradonbeh · Mohsen Bayati |
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Poster
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Tue 9:00 |
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions Rayan Mazouz · Karan Muvvala · Akash Ratheesh Babu · Luca Laurenti · Morteza Lahijanian |
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Poster
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Thu 14:00 |
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks Leo Kozachkov · Michaela Ennis · Jean-Jacques Slotine |
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Workshop
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Controlling Commercial Cooling Systems Using Reinforcement Learning Jerry Luo · Cosmin Paduraru · Octavian Voicu · Yuri Chervonyi · Scott Munns · Jerry Li · Crystal Qian · Praneet Dutta · Daniel Mankowitz · Jared Quincy Davis · Ningjia Wu · Xingwei Yang · Chu-Ming Chang · Ted Li · Rob Rose · Mingyan Fan · Hootan Nakhost · Tinglin Liu · Deeni Fatiha · Neil Satra · Juliet Rothenberg · Molly Carlin · Satish Tallapaka · Sims Witherspoon · David Parish · Peter Dolan · Chenyu Zhao |
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Workshop
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Controlling Commercial Cooling Systems Using Reinforcement Learning Jerry Luo · Cosmin Paduraru · Octavian Voicu · Yuri Chervonyi · Scott Munns · Jerry Li · Crystal Qian · Praneet Dutta · Daniel Mankowitz · Jared Quincy Davis · Ningjia Wu · Xingwei Yang · Chu-Ming Chang · Ted Li · Rob Rose · Mingyan Fan · Hootan Nakhost · Tinglin Liu · Deeni Fatiha · Neil Satra · Juliet Rothenberg · Molly Carlin · Satish Tallapaka · Sims Witherspoon · David Parish · Peter Dolan · Chenyu Zhao |
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Poster
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Wed 14:00 |
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control Xuehai Pan · Mickel Liu · Fangwei Zhong · Yaodong Yang · Song-Chun Zhu · Yizhou Wang |
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Poster
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Tue 9:00 |
Myriad: a real-world testbed to bridge trajectory optimization and deep learning Nikolaus Howe · Simon Dufort-Labbé · Nitarshan Rajkumar · Pierre-Luc Bacon |