policy-gradients topic

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

andri27-ts

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

seungeunrho

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

sudharsan13296

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

cyoon1729

A Universal Deep Reinforcement Learning Framework

garlicdevs

Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch

dredwardhyde

A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

artem-oppermann

Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/

stewy33

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

LxzGordon

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

deepanshut041