Stars
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 ）
Official Python client library for kubernetes
Distributed Online Service Coordination Using Deep Reinforcement Learning
Deep recurrent Q learning on CartPole-v1 environment
Solving POMDP using Recurrent networks
Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)
Dataset and Code for NCAA 2024 paper "An Adaptive Charging Scheme For Large-Scale Wireless Rechargeable Sensor Networks Inspired By Deep Q-Network"
A simulation project for microservice base on sock-shop. It can be verified using aiops algorithm
PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.
Deployment scripts & config for Sock Shop
Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC.
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variat…
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
Official implementation of "Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations"
[INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning
Repository containing data and code for Tufts University CS138 final project for fall 2023.
Kubernetes HPA Autoscaling Approach based on PID Control Algorithm
Translate PDF, EPub, webpage, metadata, annotations, notes to the target language. Support 20+ translate services.
Large Language Models for Supply Chain Optimization
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
A discrete-event simulator and digital twinning platform for cloud native service chains
Some details about the worldcup 98 dataset and way to get back the request rate at different time periods.