Control the agent yourself or let the AI learn! Click cells to add/remove obstacles.
⌨��� Use Arrow Keys or Click
Click grid cells to toggle obstacles
Arrows show the best action for each cell. Brighter = More confident.
Click the cards to see how positive and negative rewards work!
Click to see: Correct action → Reward → Behavior repeats
Click to see: Wrong action → Penalty → Behavior avoided
See how changing the reward/penalty ratio affects learning behavior
Drag the slider to see how the agent's behavior changes!
Try new things
Use best known
See how rewards improve as the agent learns over episodes
Click each card to learn more and see an interactive demo!
Chess, Go, Video Games
Autonomous Navigation
Motor Control
Personalized Content
Smart Grid
Algorithmic