开发人员: Justin Daludado (2)
价格: 免费
排名: 0 
评价: 0 我要评价
列表: 0 + 0
积分: 0 + 0 ¡
App Store

说明

ExploreRL
  Train, visualize, and experiment with Reinforcement Learning algorithms entirely on-device with ExploreRL.

Built with MLX, ExploreRL provides an interactive sandbox to test various environments and algorithms with different hyperparameters to observe how RL agents learn through trial and error.

LEARN BY DOING

Train agents on classic adapted environments and observe learning in real time. Watch values grow, track reward curves, and develop intuition for how different algorithms and hyperparameters affect performance. Read and learn about reinforcement learning concepts in the documentation.

ALGORITHMS
Four common implementations:

- Q-Learning
- SARSA
- Deep Q-Network (DQN) for discrete action spaces
- Soft Actor-Critic (SAC) for continuous control

INCLUDED ENVIRONMENTS
Adapted from classic standards:

Toy Text: Frozen Lake, Blackjack, Taxi, Cliff Walking
Classic Control: CartPole, Mountain Car, Mountain Car Continuous, Acrobot, Pendulum
Box2D: Lunar Lander, Lunar Lander Continuous, Car Racing, Car Racing Discrete

FEATURES

- Environment-specific settings
- Real-time training metrics and reward visualization
- Configurable hyperparameters: learning rate, discount factor, epsilon decay, batch size
- Agent library with save, load, duplicate, and export functionality
- Evaluation mode to test trained agents without further training
- Educational documentation covering RL concepts, neural networks, and algorithms
- Custom seed for reproducibility

Note: Training performance will vary by device. Devices with newer hardware and more memory will have a better experience.
查看更多 ↓

屏幕截图

#1. ExploreRL (iOS) 来自: Justin Daludado
#2. ExploreRL (iOS) 来自: Justin Daludado
#3. ExploreRL (iOS) 来自: Justin Daludado
#4. ExploreRL (iOS) 来自: Justin Daludado
#5. ExploreRL (iOS) 来自: Justin Daludado
#6. ExploreRL (iOS) 来自: Justin Daludado

新版变化

  • 版本: 1.0.1
  • 已更新:
  • - fixed an issue where files were incorrectly exported
    - fix performance issues in some environments
    - updated list designs

价格

  • 今天: 免费
  • 最小值: 免费
  • 最大值: 免费
可选

开发人员

积分

0 ☹️

排名

0 ☹️

列表

0 ☹️
  • ExploreRL

评价

抢先评价一下吧 🌟

其他信息

ExploreRLExploreRL 短网址: 已复制!
  • 🌟 分享
  • App Store

您可能还喜欢

    • TestFlight
    • iOS 应用: 软件开发工具  来自: Apple
    • 免费  
    • 列表: 8 + 2  排名: 0  评价: 0
    • 积分: 7 + 781,877 (4.7)  版本: 4.1.0   TestFlight makes it easy to test beta versions of apps and App Clips to provide valuable feedback to developers before they release their apps on the App Store. Developers can invite ...
        ⥯ 
    • GitHub
    • iOS 应用: 软件开发工具  来自: GitHub
    • 免费  
    • 列表: 1 + 3  排名: 0  评价: 0
    • 积分: 8 + 30,011 (4.8)  版本: 1.246.1   There s a lot you can do on GitHub that doesn t require a complex development environment like sharing feedback on a design discussion, or reviewing a few lines of code. GitHub for iOS
        ⥯ 
    • Termius - Modern SSH Client
    • iOS 应用: 软件开发工具  来自: Termius Corporation
    • 免费  
    • 列表: 1 + 1  排名: 5 (1)  评价: 0
    • 积分: 7 + 17,748 (4.7)  版本: 7.3.3   Termius is an SSH client and terminal, as it should be. Connect with one tap from any mobile and desktop device no re-entering IP addresses, ports, and passwords. With a free Termius ...
        ⥯ 
    • Replit: Vibe Code Apps
    • iOS 应用: 软件开发工具  来自: Replit
    • 免费  
    • 列表: 0 + 1  排名: 0  评价: 0
    • 积分: 5 + 12,650 (4.7)  版本: 2.170.0   Replit is the best way to create and ship real projects, apps, games, and more right from your phone. With Replit, you can create anything, anywhere. Make apps & sites with natural ...
        ⥯ 
    • Koder Code Editor
    • iOS 应用: 软件开发工具  来自: Reny Mustika
    • 免费  
    • 列表: 1 + 4  排名: 0  评价: 0
    • 积分: 12 + 10,606 (4.6)  版本: 4.2.2   "Koder for iPad: Nerds Rejoice! You Can Code on Your iPad" -- GIZMODO / App of the day -- "Koder s simple yet efficient interface is designed for touch editing. At just $5.99, you get ...
        ⥯ 
    • Sticky - AI Game Maker
    • iOS 应用: 软件开发工具  来自: Sticky NFT Marketplace Ltd.
    • 免费  
    • 列表: 0 + 0  排名: 0  评价: 0
    • 积分: 1 + 8,708 (4.5)  版本: 1.9.15   Sticky is the original AI Game Maker App! Create & publish your own games. No programming required. Important: Some content on Sticky is created by other members. Report inappropriate ...
        ⥯ 
    • Device Monitor²
    • iOS 应用: 软件开发工具  来自: Fast-Devs Project
    • 免费  
    • 列表: 6 + 1  排名: 0  评价: 0
    • 积分: 11 + 8,473 (4.7)  版本: 26.1.0   Device Monitor² is a one-of-a-kind app designed for iPhone, iPod Touch, iPad, and Apple Watch, providing all the essential information about your device at a glance, quickly and ...
        ⥯ 
    • Python Editor App
    • iOS 应用: 软件开发工具  来自: Andromeda Corp LTD
    • 免费  
    • 列表: 0 + 0  排名: 0  评价: 0
    • 积分: 1 + 6,306 (4.1)  版本: 26.0.1   Introducing the ultimate Python editor for iOS! Enjoy a powerful, easy-to-use environment for coding in Python right from your iPhone or iPad. Whether you re new to coding or an ...
        ⥯ 
    • Expo Go
    • iOS 应用: 软件开发工具  来自: Nametag
    • 免费  
    • 列表: 0 + 0  排名: 0  评价: 0
    • 积分: 0 + 4,663 (4.8)  版本: 54.0.2   Start building projects using web technologies with just your iOS device and your computer. Expo Go is a developer tool for creating experiences with interactive gestures and graphics ...
        ⥯ 
    • Text Editor.
    • iOS 应用: 软件开发工具  来自: TAPUNIVERSE LLC
    • 免费  
    • 列表: 0 + 0  排名: 0  评价: 0
    • 积分: 1 + 4,143 (4.4)  版本: 1.4.33   This is a simple yet powerful text editor that let you browse and edit any kind of text on your device and on the cloud (including iCloud, Google Drive, Box and more). FEATURES: Browse
        ⥯ 
    • Git client - Working Copy
    • iOS 应用: 软件开发工具  来自: Anders Borum
    • 免费  
    • 列表: 6 + 4  排名: 0  评价: 0
    • 积分: 4 + 3,555 (4.9)  版本: 6.7.2   Access Git repositories on the go. Clone, edit, commit and push while allowing other apps access to repositories. Git is a important part of our work-life and iOS can take part in ...
        ⥯ 

您可能还喜欢

AppAgg 中可使用的搜索运算符
添加到 AppAgg
AppAgg
立即免费加入AppAgg
注册
登录