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rl4co
Reinforcement Learning (RL) for Combinatorial Optimization (CO) libraryawesome-graph-pde
Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulationarcsim
ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOSdevformer
[ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"graphsplinenets
[NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"design-baselines-fixes
Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)meta-sage
[ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimizationbootgen
[NeurIPS 23] Official code for BootGen: "Bootstrapped Training of Score Conditioned Generator for Offline Biological Design"sym-rd
HiMAP
[AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfindingrl4co-homepage
RL4CO websitewebsite
Website for KAIST Systems Intelligence Laboratory (WIP)symmetric_replay
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