Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Repository for codes of 'Deep Reinforcement Learning'

MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

reinforce learing

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Implementation of reinforcement learning algorithms with descriptions for beginners.

DQN, Double DQN, Dueling Network

小时候练手的rl项目

Deep Reinforcement Learning Nanodegree Project 1

A merge between OpenAI Baselines and Stable Baselines with increased focus on HER+DDPG and ease of use. Simply run the bash script to get started!

Deep reinforcement learning implementations

Multi-agent elevator dispatch with QR-DQN and CTDE (Centralised Training, Decentralised Execution) in PyTorch. Three cooperative elevators trained with dueling networks, prioritised replay, and a centralised critic — beating ETA-Dispatch by 27% wait and 9.6% energy across 3,500 episodes on a non-uniform 10-floor traffic environment.