/taxi-expsarsa

A solution to OpenAI Gym's Taxi-v2 with expected Sarsa

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Taxi game - expected Sarsa

About

This is a solution to OpenAI Gym's Taxi-v2 with expected Sarsa. In the jupyter notebook, there is an attempt to solve Taxi-v3, which does not get solved with same parameters (default ones).

Board:

  +---------+
  |R: | : :G|
  | : | : : |
  | : : : : |
  | | : | : |
  |Y| : |B: |
  +---------+

Requirements

  • OpenAi's gym
  • Python
  • numpy
  • scipy
  • seaborn
  • pickle