deep-reinforcement-learning - Repo for the Deep Reinforcement Learning Nanodegree program

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This repository contains material related to Udacity's Deep Reinforcement Learning Nanodegree program. The tutorials lead you through implementing various algorithms in reinforcement learning. All of the code is in PyTorch (v0.4) and Python 3.

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms

Reinforcement-learning-with-tensorflow - Simple Reinforcement learning tutorials

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In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years. If you speak Chinese, visit 莫烦 Python or my Youtube channel for more.

reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning

openai_lab - An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras

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NOTICE: Please use the next version, SLM-Lab. An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

keras tensorflow openai experiment policy-gradient actor-critic ddpg deep-reinforcement-learning reinforcement-learning gym lab reinforcement learning

Reinforcement-Learning - 🤖 Implements of Reinforcement Learning algorithms.

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This repo is implements of Reinforcement Learning Algorithms, implementing as learning, some of them are even another version of some tutorial. Any contributions are welcomed. Deep Deterministic Policy Gradient (DDPG) Implement of DDPG.

reinforcement-learning reinforcement-learning-algorithms papers dqn ddpg deep-reinforcement-learning deep-learning-algorithms

train-robot-arm-from-scratch - Build environment and train a robot arm from scratch (Reinforcement Learning)

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This Reinforcement Learning practice code has its Chinese tutorial on 莫烦Python. You can view more tutorials on this page or know more about me on here.

reinforcement-learning reinforcement-learning-excercises tensorflow robot-arm tutorial machine-learning ddpg

rl_implementations

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Some reinforcement learning algorithms I'm (re)-implementing, all in one place. Also is a dumping ground for other ML work.

reptile reinforcement-learning policy-gradient dqn deep-learning deep-q-network deep-q-learning deep-reinforcement-learning lstm ddpg machine-learning meta-learning hierarchical-reinforcement-learning a2c actor-critic