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Ce1ebrate Chen's Projects

fjsp_with_ac icon fjsp_with_ac

Code from the paper An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents."

integrated_placement_routing icon integrated_placement_routing

Implementation of NeurIPS 2021 paper "On Joint Learning for Solving Placement and Routing in Chip Design" & NeurIPS 2022 paper "The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design".

nsgaiii-ehvi icon nsgaiii-ehvi

An Expensive Many-Objective Optimization Algorithm Based on Efficient Expected Hypervolume Improvement

pymace icon pymace

Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library

reproblems icon reproblems

A set of real-world multi-objective optimization problems

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