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我的强化学习笔记和学习材料:book: still updating ... ...
学习强化学习过程中的笔记和代码
斯坦福 cs234 强化学习中文讲义
tensorflow实战练习,包括强化学习、推荐系统、nlp等
UCB CS294-112 深度强化学习中文笔记
Multi-agent Monte Carlo Tree Search implementation in C++
Monte Carlo Tree Search On Maze
Using MCTS for maze navigation
Using First-visit Monte Carlo method, Q-learning, Sarsa algorithms to solve the Frozen Lake problem
Developed RL algorithms like Q-Learning, Monte Carlo, and Deep Q-Network from scratch and applied them to custom maze environment
Python Implementations of Monte Carlo Tree Search
Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games and
Monte Carlo Tree Search with Reinforcement Learning for Motion Planning
Omok using MCTS (UCT, PUCT)
Generic, parallel Monte Carlo tree search library
GPU Monte Carlo Tree Search with MPI
Implementation of Machine Learning Algorithms
NeuroSAT: Learning a SAT Solver from Single-Bit Supervision
PyTorch implementation of NeuroSAT
[NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"
北京化工大学本科毕业设计《基于深度强化学习的云工作流调度》
Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"
Monte Carlo Tree Search with UCT with a couple of example games.
基于蒙特卡洛树搜索算法实现多机器人区域覆盖路径规划,并将覆盖结果可视化
Common used path planning algorithms with animations.
Python implementation of Monte Carlo Tree Search
PyTorch 官方中文教程包含 60 分钟快速入门教程,强化教程,计算机视觉,自然语言处理,生成对抗网络,强化学习。欢迎 Star,Fork!
学习强化学习各个算法,并且实践和应用成具体项目,现已完成:DQN flappy bird
This is my undergraduate thesis for path optimization in an open, stochastic grid environment using RL methods like E-greedy strategy and Monte Carlo-Temporal Difference Hybrid
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.