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A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
reinforcement learning ddpg code. follow deepmind papers.
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
Using Keras and Deep Deterministic Policy Gradient to play TORCS
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
A list of recent papers regarding deep reinforcement learning
A list of papers and resources dedicated to deep reinforcement learning
Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
Evolutionary Algorithm using Python
Computational framework for reinforcement learning in traffic control
The official registry of general Julia packages
A toolkit for developing and comparing reinforcement learning algorithms.
Highly comparative time-series analysis code repository
Lane Changes in a Highway environment using Reinforcement learning in SUMO
A practical tool for Maximal Information Coefficient (MIC) analysis
Python implementation of the NEAT neuroevolution algorithm
An rllab environment for learning human driver models with imitation learning using NGSIM data
A comparison of parameter space noise methods for exploration in deep reinforcement learning
Evolution Strategies in PyTorch
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-Learning-for-Decision-Making-in-self-driving-cars
Simple Reinforcement learning tutorials
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Implementation of a reinforcement learning agent able to do autonomous changing lane using Sumo
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.