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06/15/2023
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning
This paper investigates an interference-aware joint path planning and po...
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06/15/2023
Attention-based Open RAN Slice Management using Deep Reinforcement Learning
As emerging networks such as Open Radio Access Networks (O-RAN) and 5G c...
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02/08/2023
Triplet Loss-less Center Loss Sampling Strategies in Facial Expression Recognition Scenarios
Facial expressions convey massive information and play a crucial role in...
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08/30/2022
Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
The next-generation wireless networks are required to satisfy a variety ...
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11/23/2021
Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks
Collaborative deep reinforcement learning (CDRL) algorithms in which mul...
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03/04/2021