Reinforcement learning algorithms implemented to play SuperMario. Will be used as a practical baseline to compare different algorithms & techniques.
| Notes |
GIFs |
21-10-2020
-
epsilon_min (0.01) - Very slow learning
- Score increased rarely post this episode
|
Episode: 4298
 |
Dueling Double DQN with Prioritized Replay
| Notes |
GIFs |
17-08-2020
- Algorithm tested
- Agent didn't learn
|
NIL |
02-10-2020 - Switched to
SmoothL1Loss - Too many episodes / Stuck for long (low
epsilon_min) - Increase
epsilon_min (0.01) - should reduce episodes - Got unstuck after rare exploration
- almost beat level
|
Episode: 4748
 |
03-10-2020 - Increased
epsilon_min (0.09) used less episodes - beat level after more exploration
|
Episode: 2603
Episode: 3545
 |
