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Published at December 6MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents
cs.NE
cs.AI
cs.LG
Released Date: December 6, 2024
Authors: Avaneesh Devkota1, Rachmad Vidya Wicaksana Putra1, Muhammad Shafique1
Aff.: 1New York University (NYU) Abu Dhabi

| Environment | DQN | DSQN | DQN_D | DSQN_D | MTSpark_AD | MTSpark_ADD | Human |
|---|---|---|---|---|---|---|---|
| Pong | -18.6 | -11.2 | -20.2 | -13.8 | -9.4 | -5.4 | -3 |
| Breakout | 3.2 | 0.4 | 0 | 0 | 2 | 0.6 | 31 |
| Enduro | 0 | 362.2 | 0 | 356 | 363.2 | 371.2 | 368 |