q-learning

Open-source projects categorized as q-learning
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Language: + Python + Jupyter Notebook + C++ + JavaScript
Topics: reinforcement-learning Machine Learning Dqn Deep Learning Trading
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Top 11 q-learning Open-Source Projects

  • gym-anytrading

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

  • trading-bot

    Stock Trading Bot using Deep Q-Learning

    • Project mention: trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py | /r/algoprojects | 2023-12-10

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • deep-RL-trading

    playing idealized trading games with deep reinforcement learning

  • Data-Science-Free

    Free Resources For Data Science created by Shubham Kumar

    • Project mention: Data-Science-Free: NEW Courses - star count:263.0 | /r/algoprojects | 2023-06-03

  • q-transformer

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

    • Project mention: Q-Transformer | news.ycombinator.com | 2023-11-30

    Being implemented as we speak, by the always impressive LucidRains [1]

    [1]: https://github.com/lucidrains/q-transformer

  • droneRL-workshop

    Reinforcement Learning workshop

  • Can-computers-Learn-to-lie

    I made 2 different AIs (a neural network and a Q-learning algithm) play an imperfect information game and observe the strategys that both players used.

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  • RL-Algorithms

    This repository has RL algorithms implemented using python

  • ViSmartCab

    Tabular Q learning to demonstrate sample OpenAI taxi V2 implementation in C++

  • Q-Learning-Visualizer

    An AI that learns to solve mazes with Q-Learning algorithm 🧠

  • Agar.io_Q-Learning_AI

    An experiment on the performance of homemade Q-learning AIs in Agar.io depending on their state representation and available actions

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

q-learning related posts

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 10 Dec 2023

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 28 Nov 2022

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 27 Nov 2022

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 3 Sep 2022

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 2 Sep 2022

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 1 Sep 2022

  • trading-bot: Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper py

    1 project | /r/algoprojects | 31 Aug 2022
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Index

What are some of the best open-source q-learning projects? This list will help you:

Project Stars
1 gym-anytrading 2,027
2 trading-bot 877
3 deep-RL-trading 342
4 Data-Science-Free 283
5 q-transformer 284
6 droneRL-workshop 18
7 Can-computers-Learn-to-lie 8
8 RL-Algorithms 6
9 ViSmartCab 5
10 Q-Learning-Visualizer 3
11 Agar.io_Q-Learning_AI 2

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