reinforce: Reinforcement learning in Haskell

This is a package candidate release! Here you can preview how this package release will appear once published to the main package index (which can be accomplished via the 'maintain' link below). Please note that once a package has been published to the main package index it cannot be undone! Please consult the package uploading documentation for more information.

[maintain] [Publish]

Warnings:

See README.md. reinforce is a library which exports an OpenAI-gym-like typeclass, MonadEnv, with both an interface to the gym-http-api, as well as haskell-native environments which provide a substantial speed-up to the http-server interface. This is an environment-first library, with basic reinforcment learning algorithms being developed on branches in subpackages (see Development and Milestones). reinforce is currently an "alpha" release since it still needs some work defining some formal structures around what state-spaces and action-spaces should look like, however haskell's typesystem is expressive enough that this seems to be more of a "nice-to-have." It's in active development and has some beginner-friendly contributions - from porting new gym environments to implementing new algorithms.

Properties

Versions 0.0.0.1
Change log None available
Dependencies aeson (==1.0.2.1), base (>=4.9 && <=4.10), dlist (==0.8.0.2), gym-http-api, hashable (==1.2.5.0), hmatrix (==0.18.0.0), http-client (==0.5.6.1), mtl (==2.2.1), mwc-random (==0.13.5.0), primitive (==0.6.1.0), reinforce, safe-exceptions (==0.1.5.0), servant-client (==0.9.1.1), statistics (==0.13.3.0), text (==1.2.2.1), vector (==0.11.0.0) [details]
License BSD-3-Clause
Copyright 2017 Sentenai, Inc.
Author Sam Stites, Sentenai Inc.
Maintainer sam@sentenai.com
Category Reinforcement learning, machine learning, artificial intelligence
Home page https://github.com/Sentenai/reinforce#readme
Bug tracker https://github.com/Sentenai/reinforce/issues
Source repo head: git clone https://github.com/Sentenai/reinforce
Uploaded by stites at 2017-07-31T22:21:46Z

Modules

Downloads

Maintainer's Corner

Package maintainers

For package maintainers and hackage trustees