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03/02/2022
Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework
On-demand and resource reservation pricing models have been widely used ...
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02/19/2021
Decentralized Deterministic Multi-Agent Reinforcement Learning
[Zhang, ICML 2018] provided the first decentralized actor-critic algorit...
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02/18/2021
Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
One of the main challenges in real-world reinforcement learning is to le...
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01/15/2021
Probabilistic Inference for Learning from Untrusted Sources
Federated learning brings potential benefits of faster learning, better ...
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01/15/2021
Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems
In mobile edge computing (MEC) systems, users offload computationally in...
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06/01/2020