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1. WO2020194322 - APPARATUS, PROGRAM, AND METHOD, FOR RESOURCE CONTROL

Publication Number WO/2020/194322
Publication Date 01.10.2020
International Application No. PCT/IN2019/050235
International Filing Date 23.03.2019
IPC
G06Q 10/06 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
G06Q 10/08 2012.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
08Logistics, e.g. warehousing, loading, distribution or shipping; Inventory or stock management, e.g. order filling, procurement or balancing against orders
Applicants
  • TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) [IN]/[IN]
  • YAJNANARAYANA, Vijaya [IN]/[IN] (SC)
Inventors
  • YAJNANARAYANA, Vijaya
  • BASKARAN, Sandhya
  • JAUHARI, Ankit
Agents
  • SINGH, Manisha
Priority Data
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) APPARATUS, PROGRAM, AND METHOD, FOR RESOURCE CONTROL
(FR) APPAREIL, PROGRAMME ET PROCÉDÉ DE COMMANDE DE RESSOURCES
Abstract
(EN)
Embodiments include an apparatus comprising processor circuitry and memory circuitry, the memory circuitry storing processing instructions which, when executed by the processor circuitry, cause the processor circuitry to: at the end of a finite time period, performing an assignment of resources from a finite set of resources for performing tasks in a physical environment to pending tasks, including formulating the assignment, wherein formulating the assignment comprises: using a reinforcement learning algorithm to formulate a mapping that optimises a reward function value, the reward function value being a value generated by a predetermined reward function based on an inventory representing the resources, and a representation of the pending tasks, and the mapping, the mapping being a mapping of individual resources from the inventory to individual pending tasks in the representation, the formulated assignment being in accordance with the formulated mapping.
(FR)
Des modes de réalisation concernent un appareil comprenant un circuit de processeur et un circuit de mémoire, le circuit de mémoire stockant des instructions de traitement qui, lorsqu'elles sont exécutées par le circuit du processeur, amènent le circuit du processeur à : à la fin d'une période déterminée, attribuer les ressources d'un ensemble fini de ressources permettant d’effectuer des tâches dans un environnement physique à des tâches en attente, y compris formuler l'attribution, la formulation de l'attribution consistant à : utiliser un algorithme d'apprentissage de renforcement pour formuler un mappage qui optimise une valeur de fonction de récompense, la valeur de fonction de récompense étant une valeur générée par une fonction de récompense prédéterminée d’après un inventaire représentant les ressources et une représentation des tâches en attente ; et le mappage étant un mappage de ressources individuelles de l'inventaire avec des tâches en attente individuelles dans la représentation, l'attribution formulée étant conforme au mappage formulé.
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