Research Article
Development of an AI-Enabled Q-Agent for Making Data Offloading Decisions in a Multi-RAT Wireless Network
| (1) | Initialization | | (2) | as a random uniform policy | | (3) | | | (4) | | | (5) | for each download request - episode do | | (6) | define state - randomly generated using (6) | | (7) | while download is not complete do | | (8) | if is same then | | (9) | choose action at random | | (10) | else | | (11) | choose | | (12) | end if | | (13) | take action | | (14) | update by using (13) | | (15) | ifthen | | (16) | obtain using (9) | | (17) | obtain - randomly generated using (6) | | (18) | update by using (12) | | (19) | | | (20) | else | | (21) | obtain using (10) | | (22) | update | | (23) | break | | (24) | end if | | (25) | end While | | (26) | end for |
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