Focuses on Reinforcement Learning related concepts, use cases, and learning approaches
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Updated
Jun 5, 2024 - Jupyter Notebook
Focuses on Reinforcement Learning related concepts, use cases, and learning approaches
In questa repository una collezione di tutorial sulle basi del Reinforcement Learning, sviluppati in Python, interamente in italiano.
Библиотека для создания ИИ, написана ПОЛНОСТЬЮ с нуля
Robot navigation with Q learning
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
We investigate the (deep) Q-learning algorithm on different environments and measure the performance of our agents.
This project is a Double Deep Q learning Agent that learns to play the dice game Yahtzee
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
🌍💨 Explore the Windy Gridworld! An agent navigates a 10x7 grid facing wind challenges using Q-learning, SARSA, and Expected SARSA to find optimal paths. Visualize learning stability and compare algorithm performance with running averages and zoomed insights. 🚀📊
Welcome to AI-GameOptimization, a repository dedicated to exploring and implementing various optimization algorithms to solve complex games. This project initially focuses on solving the classic game Sokoban using the Q-learning algorithm, with plans to extend to genetic algorithms and other optimization techniques in the future.
repo for learning reinforcement learning from scratch
Several RL-agents are tested on classical environments and benchmarked against their stable-baselines implementation.
Implementation of "Augmenting Decision with Hypothesis in Reinforcement Learning"
A deep reinforcement learning bot that plays tetris
Reinforcement Learning Short Course
🧨 Interactive temporal difference algorithm simulator in which agent has to find the optimal path to reach certain destination.
This project applies a Q-learning agent to develop a trading strategy that maximizes profit through stock trading. The environment is based on historical stock prices of Nvidia over the past two years, containing 504 entries from 02/01/2021 to 01/31/2023.
This Tower of Hanoi Game Prototype is an attempt at explaining Q-learning and Reinforcement Learning Principles to People in an Intuitive and Interactive Way
Reinforcement learning used in the game of pong
This project builds a game bot for Chrome Dino Game using q-learning algorithm.
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