LoganZhao1997

LoganZhao1997's Stars

• coverdrive/MDP-DP-RL

  Markov Decision Processes, Dynamic Programming and Reinforcement Learning

  Language:Python269130

• microsoft/generative-ai-for-beginners

  18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

  Language:Jupyter Notebook62k31.6k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook37.3k3.9k

• aitechtools/SunFlow

  A Python library to design & optimize Supply Chains

  Language:Python237

• ikatsov/tensor-house

  A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

  Language:Jupyter Notebook1.2k461

• ikostrikov/pytorch-a2c-ppo-acktr-gail

  PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

  Language:Python3.6k829

• oxwhirl/pymarl

  Python Multi-Agent Reinforcement Learning framework

  Language:Python1.8k380

• manluow/ev-simulator

  Language:Python102

• starry-sky6688/MARL-Algorithms

  Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

  Language:Python1.4k279

• Replicable-MARL/MARLlib

  One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

  Language:Python879142

• LantaoYu/MARL-Papers

  Paper list of multi-agent reinforcement learning (MARL)

  4k720

• wouterkool/attention-learn-to-route

  Attention based model for learning to solve different routing problems

  Language:Jupyter Notebook1.1k342