Research Article
Quality Enhanced Multimedia Content Delivery for Mobile Cloud with Deep Reinforcement Learning
Table 5
Adaptation algorithm parameters.
| Algorithm | Parameters | Values |
| FESTIVE | Target buffer | 15 s | Buffer Randomness | 0.25 s | | 10 |
| MPC | Buffer Size | 30 s | | 2 |
| QDASH | | 0.1 | Policy | Softmax |
| A3C | | 0.99 | Policy | Ε greedy | Batch Size | 128 | Actor learning rate | 10-4 | Critic learning rate | 10-3 |
| ADQ | Hidden neurons Nh | 256 | Learning rate | 10-3 | Policy | Greedy Policy | Lambda | 0.9 |
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