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20222026
most citedDomain Adaptation of Reinforcement Learning Agents based on Network Service Proximity

3 citations · 3 across the 5 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.AI2023

Goals are Enough: Inducing AdHoc cooperation among unseen Multi-Agent systems in IMFs

Kaushik Dey, Satheesh K. Perepu, Abir Das

Intent-based management will play a critical role in achieving customers' expectations in the next-generation mobile networks. Traditional methods cannot perform efficient resource…

cs.LG2023★ 3 cited

Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity

Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta +1

The dynamic and evolutionary nature of service requirements in wireless networks has motivated the telecom industry to consider intelligent self-adapting Reinforcement Learning (RL…