Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

A curated list of Monte Carlo tree search papers with implementations.

Arnold - DOOM Agent

DEEp Reinforcement learning framework

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

playing idealized trading games with deep reinforcement learning

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

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 net…

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

A deep learning library to provide algs in pure Numpy or Tensorflow.

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

A framework for multi-agent reinforcement learning.

An environment to high-frequency trading agents under reinforcement learning

A deep reinforcement learning bot that plays tetris

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)