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343 Results
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Workshop
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Contributed Talk 2 Presentation - "Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation" Thibault Cordier |
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Poster
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Tue 9:00 |
Agnostic Q-learning with Function Approximation in Deterministic Systems: Near-Optimal Bounds on Approximation Error and Sample Complexity Simon Du · Jason Lee · Gaurav Mahajan · Ruosong Wang |
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Poster
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Tue 9:00 |
Throughput-Optimal Topology Design for Cross-Silo Federated Learning Othmane Marfoq · CHUAN XU · Giovanni Neglia · Richard Vidal |
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Poster
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Wed 21:00 |
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity Silviu-Marian Udrescu · Andrew Tan · Jiahai Feng · Orisvaldo Neto · Tailin Wu · Max Tegmark |
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Poster
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Mon 21:00 |
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity Kaiqing Zhang · Sham Kakade · Tamer Basar · Lin Yang |
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Poster
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Tue 21:00 |
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement Benjamin Eysenbach · XINYANG GENG · Sergey Levine · Russ Salakhutdinov |
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Poster
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Thu 21:00 |
AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients Juntang Zhuang · Tommy Tang · Yifan Ding · Sekhar C Tatikonda · Nicha Dvornek · Xenophon Papademetris · James Duncan |
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Poster
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Tue 21:00 |
Relative gradient optimization of the Jacobian term in unsupervised deep learning Luigi Gresele · Giancarlo Fissore · Adrián Javaloy · Bernhard Schölkopf · Aapo Hyvarinen |
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Workshop
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Sat 18:00 |
Conservative Objective Models: A Simple Approach to Effective Model-Based Optimization Brandon Trabucco · Aviral Kumar · XINYANG GENG · Sergey Levine |
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Workshop
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Session B, Poster 4: Differentiable Top-k With Optimal Transport Yujia Xie |
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Workshop
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Sat 18:00 |
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco · Aviral Kumar · XINYANG GENG · Sergey Levine |
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Poster
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Thu 21:00 |
Transferable Graph Optimizers for ML Compilers Yanqi Zhou · Sudip Roy · Amirali Abdolrashidi · Daniel Wong · Peter Ma · Qiumin Xu · Hanxiao Liu · Phitchaya Phothilimtha · Shen Wang · Anna Goldie · Azalia Mirhoseini · James Laudon |