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BOiLS: Bayesian Optimisation for Logic Synthesis

Nov 11, 2021
Antoine Grosnit, Cedric Malherbe, Rasul Tutunov, Xingchen Wan, Jun Wang, Haitham Bou Ammar

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High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning

Jun 16, 2021
Antoine Grosnit, Rasul Tutunov, Alexandre Max Maraval, Ryan-Rhys Griffiths, Alexander I. Cowen-Rivers, Lin Yang, Lin Zhu, Wenlong Lyu, Zhitang Chen, Jun Wang, Jan Peters, Haitham Bou-Ammar

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Decentralized Deterministic Multi-Agent Reinforcement Learning

Feb 19, 2021
Antoine Grosnit, Desmond Cai, Laura Wynter

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Are we Forgetting about Compositional Optimisers in Bayesian Optimisation?

Dec 17, 2020
Antoine Grosnit, Alexander I. Cowen-Rivers, Rasul Tutunov, Ryan-Rhys Griffiths, Jun Wang, Haitham Bou-Ammar

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