zzdbirdsfly Goto Github PK

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

ddpg

reinforcement learning ddpg code. follow deepmind papers.

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

energymanagementsystem

Full version of energy management system for hybrid AC/DC microgrid power parks

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

gym

A toolkit for developing and comparing reinforcement learning algorithms.

herbert

hw1

hybrid-electric-vehicles

Simulation of performance and efficinecy of a hybrid electric vehicle

hybrid-vehicle-dp-optimization

Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

lstm_helloworld

use LSTM to predict international airline passengers

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

ml_for_learner

Implementations of the machine learning algorithm with Python and numpy

mpc_code

Model Predictive Control for autonomous vehicle trajectory tracking control, in Matlab.

mpcbenchmarking

Open collection of model predictive control (MPC) benchmarking problems

mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

nbtexplorer

A graphical NBT editor for all Minecraft NBT data sources

openmc

OpenMC Monte Carlo Code

paper-code-implementation

Thesis retrieval

parl

PARL A high-performance distributed training framework for Reinforcement Learning

parnmpc

A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm (Swarm Intelligence) and TSP(Traveling salesman) in Python（遗传算法、粒子群算法、模拟退火算法、蚁群算法、免疫优化算法、鱼群算法）

sindy-mpc

snn-rl

Reinforcement Learning for Spiking Neural Networks

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tutorials

机器学习相关教程