q-learning

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datawhalechina / easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Nov 8, 2024
Jupyter Notebook

MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

AminHP / gym-anytrading

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

reinforcement-learning trading openai-gym q-learning forex dqn trading-algorithms stocks gym-environments trading-environments

Updated Mar 14, 2024
Python

XinJingHao / DRL-Pytorch

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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)

machine-learning reinforcement-learning asl deep-reinforcement-learning q-learning pytorch ddpg sac double-dqn c51 dueling-dqn categorical-dqn ppo prioritized-experience-replay noisynet-dqn td3

Updated Oct 23, 2024
Python

vmayoral / basic_reinforcement_learning

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An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

tutorial reinforcement-learning ai deep-learning openai-gym q-learning artificial-intelligence neural-networks deeplearning

Updated Jul 14, 2023
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pskrunner14 / trading-bot

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Stock Trading Bot using Deep Q-Learning

reinforcement-learning trading-bot q-learning stock-price-prediction trading-algorithms deep-q-learning ai-agents stock-trading stock-trading-bot

Updated Dec 3, 2023
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sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

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Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients

Updated Oct 7, 2020
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omerbsezer / Reinforcement_learning_tutorial_with_demo

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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, Courses, etc..

machine-learning tutorial reinforcement-learning deep-reinforcement-learning q-learning pomdps policy-gradient sarsa a3c dynamic-programming imitation-learning dyna td-learning actor-critic meta-learning

Updated Jan 22, 2019
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benedekrozemberczki / awesome-monte-carlo-tree-search-papers

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

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

Updated Mar 16, 2024
Python

mpatacchiola / dissecting-reinforcement-learning

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

reinforcement-learning genetic-algorithm markov-chain deep-reinforcement-learning q-learning neural-networks mountain-car sarsa multi-armed-bandit inverted-pendulum actor-critic temporal-differencing-learning drone-landing dissecting-reinforcement-learning

Updated May 2, 2023
Python

glample / Arnold

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Arnold - DOOM Agent

reinforcement-learning neural-network q-learning artificial-intelligence doom doom-2 self-playing vizdoom-competition

Updated Jan 20, 2022
Python

VinF / deer

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DEEp Reinforcement learning framework

deep-reinforcement-learning q-learning policy-gradient

Updated May 1, 2024
Python

filangelos / qtrader

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Reinforcement Learning for Portfolio Management

python reinforcement-learning q-learning recurrent-neural-networks algorithmic-trading

Updated Jun 26, 2018
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AndreaVidali / Deep-QLearning-Agent-for-Traffic-Signal-Control

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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.

deep-reinforcement-learning q-learning traffic sumo traffic-signal traffic-light-controller

Updated Apr 22, 2024
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sichkar-valentyn / Reinforcement_Learning_in_Python

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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