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q-learning

Here are 1,172 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

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 Mar 19, 2024
Jupyter Notebook

AminHP / gym-anytrading

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

vmayoral / basic_reinforcement_learning

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

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

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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XinJingHao / Deep-Reinforcement-Learning-Algorithms-with-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular 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 Feb 8, 2024
Python

omerbsezer / Reinforcement_learning_tutorial_with_demo

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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mpatacchiola / dissecting-reinforcement-learning

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

awesome-monte-carlo-tree-search-papers

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

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

glample / Arnold

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

DEEp Reinforcement learning framework

deep-reinforcement-learning q-learning policy-gradient

Updated Jun 13, 2023
Python

filangelos / qtrader

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

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

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

Updated Apr 25, 2022
Python

golsun / deep-RL-trading

playing idealized trading games with deep reinforcement learning

machine-learning reinforcement-learning deep-learning time-series neural-network trading deep-reinforcement-learning q-learning stock stock-market dqn quantitative-trading

Updated Jun 15, 2021
Python

vdutor / TF-rex

Play Google Chrome's T-rex game with TensorFlow

tensorflow deep-reinforcement-learning q-learning t-rex

Updated Nov 22, 2022
JavaScript

ankonzoid / LearningX

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

python agent learning data-science machine-learning reinforcement-learning deep-learning neural-network examples optimization machine-learning-algorithms deep-reinforcement-learning q-learning deep tutorials tutorial-code tutorial-exercises multiagent-reinforcement-learning

Updated Jul 20, 2023
Python

Paperspace / DinoRunTutorial

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

machine-learning reinforcement-learning jupyter-notebook q-learning keras-tensorflow paperspace

Updated Jun 15, 2020
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sudharsan13296 / Deep-Reinforcement-Learning-With-Python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym q-learning dqn policy-gradient a3c ddpg sac inverse-reinforcement-learning actor-critic bellman-equation double-dqn trpo c51 ppo a2c td3

Updated Apr 1, 2021
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