Tag: Combinatorial Optimisation

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Exact Combinatorial Optimisation with Deep Reinforcement Learning

Exact Combinatorial Optimisation with Deep Reinforcement Learning

A blog post covering our recent publication: Christopher W. F. Parsonson, Alexandre Laterre, and Thomas D. Barrett, ‘Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories’, AAAI’23: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023  Branch-and-bound solvers for combinatorial optimisation Formally, ‘combinatorial optimisation’ (CO) problems consider the task of assigning integer values to a… Read more »

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