learnrl 0.2.0

A package to learn about Reinforcement Learning

About LearnRL

LearnRL is a librairie to use and learn reinforcement learning.

Look how easy it is to use:

import learnrl as rl
from learnrl.environments import CrossesAndNoughtsEnv
from learnrl.agents import StandardAgent

env = CrossesAndNoughtsEnv()
agent1 = StandardAgent(state_space=env.observation_space, action_space=env.action_space)
agent2 = StandardAgent(state_space=env.observation_space, action_space=env.action_space)

agents = [agent1, agent2]
pg = rl.Playground(env, agents)
pg.fit(50000, verbose=1)

And boom you made two QLearning AIs training against each other on crosses and noughts !

Features

• Build highly configurable classic reinforcement learning agents in few lines of code

• Train your Agents on any Gym environments

• Use this API to create your own agents and environments (even multiplayer!) with great compatibility

Installation

Install LearnRL by running:

pip install learnrl

Documentation

See the latest complete documentation for more details See the developpement documentation to see whats comming !

Contribute

• Issue Tracker

• Projects

Support

If you are having issues, please let me know at [e-mail]

License

The project is licensed under the GNU LGPLv3 license.

See LICENCE, COPYING and COPYING.LESSER for more details.