mingfan321

mingfan321's Stars

• OpenDriveLab/End-to-end-Autonomous-Driving

  [IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving

  2.1k212

• instadeepai/poppy

  :hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization

  Language:Python6411

• xyfffff/rethink_mcts_for_tsp

  [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems

  Language:C212

• aldantas/HH-RL

  Reinforcement Learning agents for a selection Hyper-Heuristic

  Language:Python61

• OpenGVLab/LCL

  Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning

  Language:Python593

• disc0ver-csu/csu-thesis

  中南大学学术论文LaTex模板。Central South University Thesis LaTeX Template.

  Language:TeX20538

• CIAM-Group/NCO_code

  L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China

  Language:Python4913

• ai-for-decision-making-tue/Job_Shop_Scheduling_Benchmark_Environments_and_Instances

  A benchmarking repo with various solution methods to various machine scheduling problems

  Language:Python7817

• ai4co/rl4co

  A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

  Language:Python40072

• ai4co/reevo

  [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

  Language:Python9921

• Bill-CJB/NHDE

  Language:Python171

• comrob/OptimalDTSPN

  Optimal solver for the Dubins Traveling Salesman Problem with Neighborhoods

  Language:HTML4

• comrob/ceop-grasp

  GRASP based solver for the Close Enough Orienteering Problem

  Language:C++85

• udeshmg/GTA-RL

  Attention based model for learning to solve different routing problems

  Language:Jupyter Notebook3510

• tumBAIS/euro-meets-neurips-2022

  Language:C++377

• instadeepai/jumanji

  🕹️ A diverse suite of scalable reinforcement learning environments in JAX

  Language:Python59473

• opendilab/PPOxFamily

  PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

  Language:Python1.9k172

• embotech/ecos

  A lightweight conic solver for second-order cone programming.

  Language:C468123

• comrob/ceop-hnn-socp

  Hopfield Neural Network for the Close Enough Orienteering Problem

  Language:C++43

• lucidrains/FLASH-pytorch

  Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

  Language:Python34524

• lucidrains/x-transformers

  A concise but complete full-attention transformer with a set of promising experimental features from various papers

  Language:Python4.6k396

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.4k599

• MohammadJamali/CETSP

  Close enough traveling salesman problem

  Language:C++11

• comrob/cetsp-bezier-gsoa

  GSOA based solution of the survelliance planning with Bézier curves formulated as a multi-vehicle variant of the Close Enough Traveling Salesman Problem (CETSP)

  Language:C++11

• CerroneCarmine/CETSP

  An Adaptive Heuristic Approach to Compute Upper and Lower Bounds for The Close-Enough Traveling Salesman Problem

  41

• openai/sparse_attention

  Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

  Language:Python1.5k192

• esa/pygmo2

  A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

  Language:C++43656

• JialongShi/pplsd_mtsp

  PPLS/D algorithm for solving the multiobjective TSP problem

  Language:C++5

• yannisEF/Pareto-local-search

  Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project

  Language:Python22

• LeonaireHo/Pareto-local-search

  Language:Jupyter Notebook2