Wappo game in Reinforcement Learning application

Rules of the game:

• Player (blue rhombus): takes one step per round
• Monster (red x): takes two steps per round; always takes the shortest route towards the player; always moves horizontally first, if no longer possible vertically
• Pentagram (orange star in cercle): monster is frozen for 3 rounds; to be frozen again, monster must re-enter the pentagram
• Goal (green house): player should reach house

Example

python run_wappo_level.py 142

level_142_demo.mp4

References

• Rich Sutton and Andrew Barto. Reinforcement Learning: An Introduction, Second Edition, 2016.