Git Product home page Git Product logo

hse_reinforcement_learning's Introduction

HSE Reinforcement Learning Course

Materials and homework assignments for HSE reinforcement learning course

Tasks

Task 1. Q-learning

Задача: С помощью метода Q-learning обучить агента побеждать в игре MountainCar.

Task 2. DQN

Задача: С помощью метода DQN или одной из его модификаций обучить агента побеждать в игре LunarLander.

Task 3. PPO

Задача: При помощи Actor-Critic, A2C, TRPO или PPO обучить агента побеждать в игре Walker2D.

Task 4. DDPG

Задача: С помощью метода DDPG, TD3 или SAC обучить агента побеждать в игре Ant.

hse_reinforcement_learning's People

Contributors

nkarasovd avatar

Watchers

 avatar

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.