q-learning

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..

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Updated Jan 22, 2019
Jupyter Notebook

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

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Updated Sep 22, 2020
Python

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 18, 2023
Python

glample / Arnold

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Arnold - DOOM Agent

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Updated Jan 20, 2022
Python

VinF / deer

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DEEp Reinforcement learning framework

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Updated Mar 16, 2023
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
Jupyter Notebook

vdutor / TF-rex

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Play Google Chrome's T-rex game with TensorFlow

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Updated Nov 22, 2022
JavaScript

golsun / deep-RL-trading

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playing idealized trading games with deep reinforcement learning

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Updated Jun 15, 2021
Python

ankonzoid / LearningX

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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 Nov 12, 2020
Python

Paperspace / DinoRunTutorial

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

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Updated Jun 15, 2020
Jupyter Notebook

nick6918 / MyDeepLearning

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

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Updated Oct 25, 2017
Python

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.

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