强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
#计算机科学#Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
#计算机科学#Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
#计算机科学#An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Stock Trading Bot using Deep Q-Learning
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
#计算机科学#Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers,...
#学习与技能提升#A curated list of Monte Carlo tree search papers with implementations.
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
DEEp Reinforcement learning framework
Reinforcement Learning for Portfolio Management
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
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
#计算机科学#Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
#计算机科学#Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind
#学习与技能提升#Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
#计算机科学#playing idealized trading games with deep reinforcement learning
#算法刷题#The official code repository supporting the book, Grokking Artificial Intelligence Algorithms