Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
☆106Apr 19, 2023Updated 3 years ago
Alternatives and similar repositories for PPO-BiHyb
Users that are interested in PPO-BiHyb are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Online Service Function Chain Deployment for Live-Video virtualized Content Delivery Networks, a Deep Reinforcement Learning approach pap…☆10Nov 8, 2021Updated 4 years ago
- ☆34Sep 18, 2022Updated 3 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆138Aug 29, 2022Updated 3 years ago
- Codes for AAAI22 paper "Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum"☆23Mar 3, 2022Updated 4 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,107Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Dec 12, 2020Updated 5 years ago
- ☆14Nov 26, 2022Updated 3 years ago
- ☆24Feb 8, 2024Updated 2 years ago
- ☆47Apr 30, 2025Updated last year
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆243Aug 26, 2021Updated 4 years ago
- System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning☆15Nov 2, 2022Updated 3 years ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆73Jul 2, 2025Updated 10 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆255Sep 10, 2024Updated last year
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆63Dec 11, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Joint microservice deployment and request routing based on reinforcement learning.☆14Feb 5, 2026Updated 3 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆119Jun 3, 2024Updated last year
- Python implementation of some column generation based algorithms for VRPTW.☆21Jan 20, 2020Updated 6 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆87Dec 10, 2021Updated 4 years ago
- ☆25Jun 17, 2022Updated 3 years ago
- NLocalSAT; Boosting Local Search with Solution Prediction☆18Aug 4, 2023Updated 2 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆81Dec 21, 2021Updated 4 years ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆23Apr 17, 2025Updated last year
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆14Nov 2, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆14Feb 1, 2023Updated 3 years ago
- A benchmarking suite for maximum independent set solvers.☆52Feb 3, 2024Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆407Dec 21, 2021Updated 4 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆155Dec 21, 2019Updated 6 years ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆16Feb 11, 2025Updated last year
- Implementation of PEFT (Predict Earliest Finish Time) DAG Scheduling Algorithm in Python☆13Apr 13, 2026Updated 3 weeks ago
- Model-based reinforcement learning using CEM, MPC and PETS☆16Nov 20, 2019Updated 6 years ago
- ☆13Oct 3, 2024Updated last year
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆155Sep 2, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning local search heuristics for Boolean satisfiability☆37May 8, 2024Updated last year
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆45Jun 21, 2024Updated last year
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆22Apr 3, 2026Updated last month
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆72Feb 23, 2025Updated last year
- Optimal placement of edge servers using K-means Clustering and Power allocation using Particle Swarm Optimization☆13Nov 22, 2021Updated 4 years ago
- Attention based model for learning to solve different routing problems☆1,350Aug 4, 2024Updated last year
- ☆27Dec 8, 2023Updated 2 years ago