Coder Social home page Coder Social logo

mit-gfx / pgmorl Goto Github PK

View Code? Open in Web Editor NEW
94.0 18.0 29.0 15.6 MB

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

Home Page: http://people.csail.mit.edu/jiex/papers/PGMORL/

License: MIT License

Python 41.85% Dockerfile 0.02% HTML 28.71% Jupyter Notebook 29.41%
reinforcement-learning multi-objective evolutionary-algorithms

pgmorl's People

Contributors

eanswer avatar yunshengtian avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Forkers

agent-only spartmanavon johan-kallstrom nik7273 phddonghui chang88ye evolutionary-intelligence tobyge yunshengtian amir-noohian jiahuisun testmonkey02 xhaoai khangtran2503 yyds-xtt raylrayl dajianer linshan-ding xiaoyangyang2 curryliu30 haichao-zhang soumyasamineni adelinrovay santerihei lyhlyhl muyu11 ruohliuq ritvikmahajan01

pgmorl's Issues

Too few candidates

When I run the algorithm for my environment, I get the message, 'too few candidates.' How can I solve this issue?

stable-baselines in pytorch-a2c-ppo-acktr-gail

I found that pytorch-a2c-ppo-acktr-gail uses stable-baselines. But the code here is replaced by the baselines of Open AI.

What is the advantage of replacing stable-baselines with baselines?

args.obj_num

args.obj_num is used in morl.py. However, --obj-num is not defined in the args_list. How does the program understand this arg?

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.