research
∙
06/16/2023
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization
This paper introduces a modular framework for Mixed-variable and Combina...
share
research
∙
01/29/2023
Contextual Causal Bayesian Optimisation
Causal Bayesian optimisation (CaBO) combines causality with Bayesian opt...
research
∙
11/11/2021
BOiLS: Bayesian Optimisation for Logic Synthesis
Optimising the quality-of-results (QoR) of circuits during logic synthes...
research
∙
06/07/2021
High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning
We introduce a method based on deep metric learning to perform Bayesian ...
research
∙
02/19/2021
Decentralized Deterministic Multi-Agent Reinforcement Learning
[Zhang, ICML 2018] provided the first decentralized actor-critic algorit...
research
∙
12/15/2020
