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Poster
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Tue 14:00
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Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
Weirui Ye · Pieter Abbeel · Yang Gao
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Workshop
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A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams
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Workshop
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Sat 8:55
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A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams
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Poster
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Wed 9:00
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Distributionally Robust Optimization via Ball Oracle Acceleration
Yair Carmon · Danielle Hausler
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Poster
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Tue 14:00
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TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
Chengrun Yang · Gabriel Bender · Hanxiao Liu · Pieter-Jan Kindermans · Madeleine Udell · Yifeng Lu · Quoc V Le · Da Huang
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Poster
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Tue 14:00
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Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
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Workshop
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Wall Street Tree Search: Risk-Aware Planning for Offline Reinforcement Learning
Dan Elbaz · Gal Novik · Oren Salzman
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Workshop
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Training graph neural networks with policy gradients to perform tree search
Matthew Macfarlane · Diederik Roijers · Herke van Hoof
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Poster
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Thu 14:00
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Latent Planning via Expansive Tree Search
Robert Gieselmann · Florian T. Pokorny
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Poster
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Thu 9:00
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Optimistic Tree Searches for Combinatorial Black-Box Optimization
Cedric Malherbe · Antoine Grosnit · Rasul Tutunov · Haitham Bou Ammar · Jun Wang
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Poster
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Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Lei Song · Ke Xue · Xiaobin Huang · Chao Qian
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Workshop
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SoftTreeMax: Policy Gradient with Tree Search
Gal Dalal · Assaf Hallak · Shie Mannor · Gal Chechik
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