huawei-noah/HEBO

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Bayesian Optimisation & Reinforcement Learning Research This directory contains official implementations for Bayesian optimisation & Reinforcement Learning works developed by Huawei, Noah's Ark Lab. Bayesian Optimisation Research HEBO: Heteroscedastic Evolutionary Bayesian Optimisation MCBO: Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization NAP: End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes RDUCB: High Dimensional Bayesian Optimisation...