METHOD FOR CREATING CONTROLLERS FOR CONTROLLING WALKING ROBOTS BASED ON REINFORCEMENT LEARNING Russian patent published in 2024 - IPC B25J9/16 G06N3/92 

Abstract RU 2816639 C1

FIELD: physics.

SUBSTANCE: invention relates to robotics and artificial intelligence and can be used to create controllers for controlling walking robots. Method comprises steps of initialisation, creation of the necessary modules, data exchange between the control controller and the control agent, calculation of rewards and fines, storing the data in the storage, optimization of the control controller parameters, export of the control controller for loading onto the real robot.

EFFECT: automation of processes of creation of effective controllers due to consideration of peculiarities and dynamic characteristics of specific platforms for autonomous walking robots.

1 cl, 2 dwg

Similar patents RU2816639C1

Title Year Author Number
METHOD AND SYSTEM FOR MACHINE LEARNING OF HIERARCHICALLY ORGANIZED PURPOSEFUL BEHAVIOR 2019
  • Shumskii Sergei Aleksandrovich
RU2755935C2
CONTINUOUS CONTROL BY DEEP LEARNING AND REINFORCEMENT 2016
  • Lillicrap, Timothy Paul
  • Hunt, Jonathan James
  • Pritzel, Alexander
  • Heess, Nicolas Manfred Otto
  • Erez, Tom
  • Tassa, Yuval
  • Silver, David
  • Wierstra, Daniel Pieter
RU2686030C1
MODIFIED INTELLIGENT CONTROLLER WITH ADAPTIVE CRITIC 2013
  • Kljuchko Vladimir Ignat'Evich
  • Shumkov Evgenij Aleksandrovich
  • Karniz'Jan Roman Oganesovich
RU2523218C1
INTELLECTUAL CONTROLLER WITH NEURON NETWORK AND SELF-MODIFICATION RULES 2003
  • Kljuchko V.I.
  • Shumkov E.A.
  • Stasevich V.P.
RU2266558C2
MODIFIED INTELLIGENT CONTROLLER WITH ADAPTIVE CRITICAL ELEMENT 2020
  • Shumkov Evgenij Aleksandrovich
RU2755339C1
MODIFIED INTELLIGENT CONTROLLER WITH ADAPTIVE CRITIC 2011
  • Kljuchko Vladimir Ignat'Evich
  • Shumkov Evgenij Aleksandrovich
RU2450336C1
MODIFIED INTELLIGENT CONTROLLER 2011
  • Shumkov Evgenij Aleksandrovich
  • Botin Valerij Aleksandrovich
RU2458390C1
HEAT TREATMENT MONITORING SYSTEM 2013
  • Stork Naz. Versborg, Ingo
RU2653733C2
METHOD OF X-RAY EXAMINATION OF SAMPLE 2023
  • Mareev Evgenij Igorevich
  • Minaev Nikita Vladimirovich
  • Garmatina Alena Andreevna
  • Dymshits Yurij Meerovich
  • Dyachkova Irina Gennadevna
  • Koldaev Vladimir Valerevich
  • Arsenev Andrej Sergeevich
  • Asadchikov Viktor Evgenevich
RU2812088C1
METHOD AND APPARATUS FOR ADAPTIVE AUTOMATED CONTROL OF A HEATING, VENTILATION AND AIR CONDITIONING SYSTEM 2021
  • Katanskii Andrei Pavlovich
  • Kim Nailia Midikhatovna
  • Vorobei Sergei Vasilevich
  • Balakirev Viacheslav Aleksandrovich
  • Reutov Aleksei Alekseevich
RU2784191C1

RU 2 816 639 C1

Authors

Babaev Azer Kakhraman Ogly

Volchenkov Andrej Valerevich

Gorbachev Roman Aleksandrovich

Davydenko Egor Viktorovich

Dorzhieva Ekaterina Matveevna

Litvinenko Vladimir Viktorovich

Minashina Inna Konstantinovna

Sytnik Kirill Igorevich

Dates

2024-04-03Published

2022-12-16Filed