1jsingh

RL_quadcopter

Teaching a quadcopter to fly using Reinforcement Learning (DDPG algorithm) in Pytorch

alphazero_tictactoe

Implementation of alphazero learning algorithm for 6-6-4 Tictactoe

face_generation

Human and anime face generation using GANs in Tensorflow

MADDPG

Solving a Physical Deception problem using Multi-Agent Deep Deterministic Policy Gradient approach

REINFORCE

Implementation of REINFORCE algorithm in Pytorch

rl_bipedal

Solving OpenAI gym's Bipedal environment using Proximal Policy Optimization (PPO)

rl_crawler

Train a 4 legged crawling agent to walk using Proximal Policy Optimization(PPO)

rl_dqn

Implementation of Dueling Double DQN (DDQN) algorithm with prioritized experience replay for Atari games

artificial-intelligence

bamos.github.io

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

CVND---Image-Captioning-Project

Data-Structures-using-Python

This is my repository for Data Structures using Python

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

DL_PyTorch

Code for the Deep Learning with PyTorch lesson

gen_text

Tensorflow based implementation for char-RNN based text generation

github-markdown-toc

Easy TOC creation for GitHub README.md

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

lil-log

Lilian's Blog

memory_game

implementation of memory game interface using DOM and javascript

ml-agents

Unity Machine Learning Agents Toolkit

ppo

Implementation of Proximal Policy Optimization (PPO) in Pytorch

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

RL_benchmark

Implementation of Benchmark Reinforcement Learning Algorithms in Pytorch

rl_navigation

Navigating a banana world using Dueling Double DQN network

rl_pong

Train a RL agent to play Pong using Proximal Policy Optimization (PPO)

rl_reacher

Train double-jointed arms to reach target locations using Proximal Policy Optimization (PPO) in Pytorch

spinningup

An educational resource to help anyone learn deep reinforcement learning.

spinningup-RL

Pytorch Implementation for an educational resource by OpenAI to help anyone learn deep reinforcement learning

sudoku_solver

sudoku solver using constraint propagation