%% You should probably cite draft-kim-nmrg-rl-05 instead of this revision. @techreport{kim-nmrg-rl-00, number = {draft-kim-nmrg-rl-00}, type = {Internet-Draft}, institution = {Internet Engineering Task Force}, publisher = {Internet Engineering Task Force}, note = {Work in Progress}, url = {https://datatracker.ietf.org/doc/draft-kim-nmrg-rl/00/}, author = {Min-Suk Kim and Yong-Geun Hong and Youn-Hee Han}, title = {{Intelligent Management using Collaborative Reinforcement Multi-agent System}}, pagetotal = 12, year = 2017, month = jul, day = 3, abstract = {This document describes an intelligent reinforcement learning agent system to autonomously manage agent path-planning over a communication network. The main centralized node called by the global environment should not only manage all agents workflow in a hybrid peer-to-peer networking architecture and, but transfer and share information in distributed nodes. All agents in distributed nodes are able to be provided with a cumulative reward for each action that a given agent takes with respect to an optimized knowledge based on a to-be-learned policy over the learning process. A reward from the global environment is reflected to the next optimized action for autonomous path management in distributed networking nodes.}, }