In questa repository una collezione di tutorial sulle basi del Reinforcement Learning, sviluppati in Python, interamente in italiano.
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Updated
May 30, 2024 - Jupyter Notebook
In questa repository una collezione di tutorial sulle basi del Reinforcement Learning, sviluppati in Python, interamente in italiano.
🌍💨 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. 🚀📊
repo for learning reinforcement learning from scratch
implementations of basic RL algorithms
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Collection of Machine Learning Algorithms
CartPole v1 of gymnasium library solved using two Reinforcement learning algorithms(DQN and SARSA) with two policies (epsilon-greedy and Boltzmann), with results.
Reinforcement Learning Algorithms in a simple Gridworld
Reinforcement learning algorithms
Simple maze solver by reinforcement learning
Implementing a reinforcement learning agent in a grid world that earns rewards and faces penalties
Implementing a reinforcement learning agent in a grid world that earns rewards and faces penalties
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
Interactive Learning [ECE 641] - Fall 2023 - University of Tehran - Prof. Nili
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
The "Traffic Congestion Reduction with SARSA" applies SARSA reinforcement learning for efficient urban traffic and pedestrian management, incorporating simulation, algorithmic implementation, and evaluation to enhance safety and reduce congestion.
Implementation of an agent capable of playing a simplified version of the blackjack game using SARSA algorithm.
A minimal Rust library for solving finite deterministic Markov decision processes
Stock Portfolio Management using tabular and deep Q-learning methods - extension of FinRL repo
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