743 Open source projects that are alternatives of or similar to Starcraft Ai

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Complete-Life-Cycle-of-a-Data-Science-Project

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

和（he for objective-c） —— “信息熵减机系统”

tensorflow deep RL for driving a rover around

Deep Learning: Image classification, feature visualization and transfer learning with Keras

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Some of the ML and DL related reading materials, research papers that I've read

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Simple tools for logging and visualizing, loading and training

An OpenAI-gym-like environment for Little Fighter 2

Awesome Resources for Advanced Computer Vision Topics

Explore and find reinforcement learning environments in a list of 150+ open source environments.

Repository to accompany RSS 2018 paper on dexterous hand manipulation

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

Reinforcement learning material, code and exercises for Udacity Nanodegree programs.

My Solution to Assignments of CS234

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

OpenAI Gym wrapper for the DeepMind Control Suite

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Reinforcement Learning Workshop for Data Science BKK

Library of transfer learners and domain-adaptive classifiers.

TensorFlow Tutorials with YouTube Videos

Safe Bayesian Optimization

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

60_Days_RL_Challenge中文版

Artificial intelligence for the Snake game.

A working implementation of the Categorical DQN (Distributional RL).

API to run VirtualHome, a Multi-Agent Household Simulator

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

🦄 State-of-the-Art Conversational AI with Transfer Learning

A Platform for Many-agent Reinforcement Learning

MAGNet: Multi-agents control using Graph Neural Networks

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

PyTorch implementation of Looking Fast and Slow: Memory-Guided Mobile Video Object Detection

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

Reinforcement learning environments for Torch7

MuZero

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Applying NLP transfer learning techniques to predict Tweet stance

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

Reinforcement Learning for WeChat Jump

A Trading environment base on Gym

A curated list of Deep Learning

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Maze Applied Reinforcement Learning Framework

Reinforcement Learning in JavaScript

A power network simulator with a Reinforcement Learning-focused usage.

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Reinforcement learning tutorials

An advanced program in Machine Learning and Deep Learning

This Repository contains all tensorflow tutorials.