Poster

Tue 14:00

Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
Weirui Ye · Pieter Abbeel · Yang Gao

Workshop

A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams

Workshop

Sat 8:55

A code superoptimizer through neural Monte-Carlo tree search
Wenda Zhou · Olga Solodova · Ryan Adams

Poster

Wed 9:00

Distributionally Robust Optimization via Ball Oracle Acceleration
Yair Carmon · Danielle Hausler

Poster

Tue 14:00

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

Poster

Tue 14:00

Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao

Workshop

Training graph neural networks with policy gradients to perform tree search
Matthew Macfarlane · Diederik Roijers · Herke van Hoof

Workshop

Wall Street Tree Search: Risk-Aware Planning for Offline Reinforcement Learning
Dan Elbaz · Gal Novik · Oren Salzman

Poster

Thu 14:00

Latent Planning via Expansive Tree Search
Robert Gieselmann · Florian T. Pokorny

Poster

Thu 9:00

Optimistic Tree Searches for Combinatorial Black-Box Optimization
Cedric Malherbe · Antoine Grosnit · Rasul Tutunov · Haitham Bou Ammar · Jun Wang

Poster

Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Lei Song · Ke Xue · Xiaobin Huang · Chao Qian

Workshop

SoftTreeMax: Policy Gradient with Tree Search
Gal Dalal · Assaf Hallak · Shie Mannor · Gal Chechik