ResnetGPT

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ResnetGPT is an open-source AI tool that uses Resnet101 and GPT to play Honor of Kings. It is built on the PyTorch framework, allowing for AI-driven gameplay.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is ResnetGPT?

ResnetGPT is an open-source project built with Resnet101 and GPT, designed to create an AI capable of playing the mobile game Honor of Kings. Developed using the PyTorch framework, it leverages a pre-trained Resnet101 model and a Transformer-based decoder for game actions. The project provides code for training the AI with gameplay data, including scripts for data capture and preprocessing. While the project is no longer actively updated, it serves as a foundational example for developing AI agents for complex game environments, requiring a dedicated NVIDIA graphics card and an Android device for operation.

Best used for

Ideal for developers and researchers who need to build and train AI agents for playing mobile games like Honor of Kings. Especially valuable for those looking to experiment with deep learning models such as Resnet and GPT in a real-time game environment, and to understand the challenges of game AI development.

Common actions

develop game AI

automate gameplay

research game agents

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Capabilities

Key features

Resnet101 integration
GPT-based action decoding
PyTorch framework
Gameplay data capture
Training scripts

Target Audience

gamer

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What hardware is required to run ResnetGPT?

To run ResnetGPT, you need a Windows 10 operating system, an NVIDIA graphics card with 6GB or more VRAM (4GB 1050ti might work), and an Android phone with developer options enabled for USB debugging.

Does ResnetGPT support all Android versions?

The project notes that minitouch, a dependency for controlling the Android device, does not support Android 10. Users with Android 10 or newer might encounter compatibility issues.

Can ResnetGPT be used with different phone resolutions or game layouts?

The current code is optimized for 1080x2160 resolution and a specific game layout. Users with different phone resolutions or game layouts will need to adjust the code and coordinate mappings accordingly.

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This tool also appears in

Wellness & Lifestyle › Gaming & Entertainment AI Agents & Automation › General-Purpose Agents

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