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shahab1992 edited this page Sep 14, 2020
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This page collects the performance of various solutions to the problems contained in Wireless Suite.
If you add your solution here, please include a link to your code. You may also add a write-up describing your algorithm, displaying your learning curves, etc.
On each episode of this environment, the agent must allocate Nf downlink frequency resources to User Equipments (UEs). This takes place in a free-space scenario with K UEs, where each UE has specific traffic requirements (some require high guaranteed bit rates, others low packet delivery delays, etc.). This recreates a well-known case of OFDM resource allocation, where a MAC scheduler allocates frequency resources to UEs under different radio conditions.
| Rank | Agent | Performance | Code | Write-up |
|---|---|---|---|---|
| 1 | Knapsack | -1363 | link | |
| 2 | Bosch | -1461 | link | |
| 3 | Proportional Fair Channel Aware | -1729 | link | |
| 4 | Round Robin IfTraffic | -3284 | link |