Coder Social home page Coder Social logo

realzst / td3-based_uav_collision_avoidance Goto Github PK

View Code? Open in Web Editor NEW
9.0 9.0 0.0 186.64 MB

code for `Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach'

Jupyter Notebook 0.04% C# 96.71% ShaderLab 0.35% ASP.NET 1.98% Objective-C 0.06% JavaScript 0.01% HLSL 0.09% Objective-C++ 0.01% Dockerfile 0.01% Python 0.73% Shell 0.01% GLSL 0.02%

td3-based_uav_collision_avoidance's People

Contributors

realzst avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

td3-based_uav_collision_avoidance's Issues

Problems encountered during the training and testing phase

Excuse me, I used the TD3 algorithm for training with seed=8 and max_episodes=5000, but encountered the following problem,

  1. The success rate during the training phase is 0, and the drone reaches the vicinity of the target without terminating the training.
    91d46488b661a9d754588b758dce9b5

2.During the testing phase, the drone reaches the vicinity of the target point, the training does not terminate, and it flies around the target point.
c70f9d04804fe0125042395f45887ed
May I ask where I went wrong? What modifications do I need? Looking forward to your response.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.