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44 Results
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Workshop
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Novel Policy Seeking with Constrained Optimization Hao Sun · Zhenghao Peng · Bolei Zhou |
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Poster
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Thu 14:00 |
Bellman Residual Orthogonalization for Offline Reinforcement Learning Andrea Zanette · Martin J Wainwright |
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Poster
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Tue 9:00 |
Continuous MDP Homomorphisms and Homomorphic Policy Gradient Sahand Rezaei-Shoshtari · Rosie Zhao · Prakash Panangaden · David Meger · Doina Precup |
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Workshop
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Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization Runlong Zhou · Yuandong Tian · YI WU · Simon Du |
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Poster
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Constrained Update Projection Approach to Safe Policy Optimization Long Yang · Jiaming Ji · Juntao Dai · Linrui Zhang · Binbin Zhou · Pengfei Li · Yaodong Yang · Gang Pan |
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Poster
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Tue 14:00 |
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias Itay Safran · Gal Vardi · Jason Lee |
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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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Poster
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Thu 9:00 |
Globally Convergent Policy Search for Output Estimation Jack Umenberger · Max Simchowitz · Juan Perdomo · Kaiqing Zhang · Russ Tedrake |