All Environments
navigation hard

MorphingMazeAdaptiveIntelligence

A 10x10 grid maze with continuous morphing dynamics where walls toggle probabilistically after every action, the goal relocates periodically, and resources respawn. The 63-dimensional observation space includes external state (position, local wall view), experience storage (action/reward history), self-observation metrics (distance trends, collision rates, exploration efficiency), and meta-awareness signals (environment change magnitude, pattern familiarity). Designed to test whether self-observational capabilities improve adaptation speed in non-stationary environments.

Observation Space

Box(shape=[63])

Action Space

Discrete(shape=[4])

Reward

dense