Search Results - "ppo algorithm"

Aerial Combat Maneuver Decision Method for Unmanned Aerial Vehicles Based on Deep Reinforcement Learning

Authors: ZHANG Xiangrui, TAN Tai, LI Hui, ZHANG Jianwei, LI Bowen

Source: Jisuanji gongcheng, Vol 51, Iss 12, Pp 324-336 (2025)

Subject Terms: unmanned aerial vehicle (uav), proximal policy optimization (ppo) algorithm, six degrees of freedom, dual reward (dr), hierarchical framework, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20251230.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/07fd5ad5932e4c72afbc0653c696dba3

LSTM-PPO-Based Dynamic Scheduling Optimization for High-Speed Railways Under Blizzard Conditions

Authors: Na Wang Zhiyuan Cai Yinzhen Li

Source: Systems, Vol 13, Iss 10, p 884 (2025)

Subject Terms: railway transportation, dynamic scheduling for high-speed railways, LSTM-PPO algorithm, blizzard conditions, delay propagation, multi-objective optimization, Systems engineering, TA168, Technology (General), T1-995

File Description: electronic resource

Relation: https://www.mdpi.com/2079-8954/13/10/884; https://doaj.org/toc/2079-8954

Access URL: https://doaj.org/article/e7bb462b83a6449f8aacd7ab2407f146

Research on Multi-Objective Optimization Models for Intersection Crossing of Connected Autonomous Vehicles With Traffic Signals

Authors: Xiaobin Ning Haoran Tian Yong Lin et al.

Source: IEEE Access, Vol 12, Pp 36825-36840 (2024)

Subject Terms: 0209 industrial biotechnology, multi-objective optimization, PPO algorithm, traffic light intersection control, 0502 economics and business, 05 social sciences, 11. Sustainability, intelligent traffic system, optimal speed planning, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, Connected autonomous vehicles, TK1-9971

Access URL: https://doaj.org/article/555e3247d21b4757a2d8dd6aaa19b318

A low-carbon optimization scheduling method of CIES based on PPO algorithm

Authors: CHEN Fan WU Lingxiao WANG Man et al.

Source: 电力工程技术, Vol 43, Iss 6, Pp 88-99 (2024)

Subject Terms: community integrated energy system (cies), optimize scheduling, proximal policy optimization (ppo) algorithm, ladder-type carbon trading mechanism, penalty coefficient, carbon emission, Applications of electric power, TK4001-4102

File Description: electronic resource

Relation: https://www.epet-info.com/dlgcjsen/article/abstract/240411338; https://doaj.org/toc/2096-3203

Access URL: https://doaj.org/article/eacfd2ea293a488a8d59af10035bf26a

A Time-Driven Dynamic Weapon Target Assignment Method

Authors: Chang Liu Jiang Li Ye Wang et al.

Source: IEEE Access, Vol 11, Pp 129623-129639 (2023)

Subject Terms: reinforcement learning, Dynamic weapon target assignment, PPO algorithm, simulation model, heuristic algorithm, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/6f2327ac2b284ef6941af86059d9bed1

Adaptive Algorithm for Selecting the Optimal Trading Strategy Based on Reinforcement Learning for Managing a Hedge Fund

Authors: B. Belyakov D. Sizykh

Source: IEEE Access, Vol 12, Pp 189047-189063 (2024)

Subject Terms: Algorithmic trading, artificial intelligence, deep reinforcement learning, hedge fund management, optimal trading strategy, proximal policy optimization (PPO) algorithm, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10792442/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/72b2addbcf6d41f7bb907b6dd0f5c066

FMI real-time co-simulation-based machine deep learning control of HVAC systems in smart buildings: Digital-twins technology

Authors: Saeid-Reza Mohseni Meisam Jahanshahi Zeitouni Ahmad Parvaresh et al.

Source: Mohseni, S-R, Jahanshahi Zeitouni, M, Parvaresh, A, Abrazeh, S, Gheisarnejad Chirani, M & Khooban, M H 2023, 'FMI real-time co-simulation-based machine deep learning control of HVAC systems in smart buildings : Digital-twins technology', Transactions of the Institute of Measurement and Control, vol. 45, no. 4, pp. 661-673. https://doi.org/10.1177/01423312221119635

Subject Terms: HVAC system, 0209 industrial biotechnology, hardware-in-loop, PPO algorithm, digital twin (DT), nonsingular terminal sliding-mode controller, 02 engineering and technology, 7. Clean energy

Access URL: https://pure.au.dk/portal/en/publications/7fa49ffc-1985-41cd-913e-50a786191f42
https://doi.org/10.1177/01423312221119635

Fast Frequency Control Strategy Based on Worst-Case Network Attack Perception

Authors: Wentao Xu Zhenghang Song Peiyuan Guan

Source: Mathematics, Vol 13, Iss 1, p 132 (2024)

Subject Terms: voltage source converters, frequency control, worst-case PPO algorithm, worst attacks, smart grids, Mathematics, QA1-939

File Description: electronic resource

Relation: https://www.mdpi.com/2227-7390/13/1/132; https://doaj.org/toc/2227-7390

Access URL: https://doaj.org/article/5fad337236eb433ba43d2e3ee9c478de

A Deep-Reinforcement-Learning-Based Digital Twin for Manufacturing Process Optimization

Authors: Abdelmoula Khdoudi Tawfik Masrour Ibtissam El Hassani et al.

Source: Systems, Vol 12, Iss 2, p 38 (2024)

Subject Terms: digital twin, smart manufacturing, deep reinforcement learning, twin delayed DDPG algorithm, PPO algorithm, manufacturing process optimization, Systems engineering, TA168, Technology (General), T1-995

Relation: https://www.mdpi.com/2079-8954/12/2/38; https://doaj.org/toc/2079-8954; https://doaj.org/article/31ca2694304146da8950366ddfa5075f

Availability: https://doi.org/10.3390/systems12020038
https://doaj.org/article/31ca2694304146da8950366ddfa5075f

Research on Behavioral Decision at an Unsignalized Roundabout for Automatic Driving Based on Proximal Policy Optimization Algorithm

Authors: Jingpeng Gan Jiancheng Zhang Yuansheng Liu

Source: Applied Sciences, Vol 14, Iss 7, p 2889 (2024)

Subject Terms: autonomous vehicle, deep reinforcement learning, optimized PPO algorithm, unsignalized roundabout, gap acceptance theory, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Relation: https://www.mdpi.com/2076-3417/14/7/2889; https://doaj.org/toc/2076-3417; https://doaj.org/article/3147b64605354ccd9cc86e06039bdec7

Availability: https://doi.org/10.3390/app14072889
https://doaj.org/article/3147b64605354ccd9cc86e06039bdec7

Local Path Planning of Robot Based on Improved PPO Algorithm

Authors: LIU Guoming, LI Caihong, LI Yongdi, ZHANG Guosheng, ZHANG Yaoyu, GAO Tengteng

Source: Jisuanji gongcheng, Vol 49, Iss 2, Pp 119-126,135 (2023)

Subject Terms: robot, local path planning, long short-term memory(lstm) neural network, proximal policy optimization(ppo) algorithm, virtual target point, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20230215.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/22f2c935e57f49398574375d69fc4704

Design of a Hyper-Casual Futsal Mobile Game Using a Machine-Learned AI Agent-Player

Authors: Hyeyoung An Jungyoon Kim

Source: Applied Sciences, Vol 13, Iss 4, p 2071 (2023)

Subject Terms: mobile devices, futsal, digital game, hyper-casual, machine learning, PPO algorithm, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Relation: https://www.mdpi.com/2076-3417/13/4/2071; https://doaj.org/toc/2076-3417; https://doaj.org/article/c3ff2cae55944be89dbef9fe393c9682

Availability: https://doi.org/10.3390/app13042071
https://doaj.org/article/c3ff2cae55944be89dbef9fe393c9682

Multi-UAV Cooperative Offensive Combat Intelligent Planning Based on Deep Reinforcement Learning

Authors: LI Junsheng YUE Longfei ZUO Jialiang et al.

Source: Hangkong gongcheng jinzhan, Vol 13, Iss 6, Pp 40-49,96 (2022)

Subject Terms: multi-uav, deep learning, deep reinforcement learning, ppo algorithm, generalization, cooperative combat, Motor vehicles. Aeronautics. Astronautics, TL1-4050

File Description: electronic resource

Relation: http://hkgcjz.cnjournals.com/hkgcjz/article/abstract/2022017?st=article_issue; https://doaj.org/toc/1674-8190

Access URL: https://doaj.org/article/29999897dae141a18b53245a57d017e5

Active flow control in simulations of fluid flows based on deep reinforcement learning

Authors: Darshan Thummar

Subject Terms: Active flow control, Flow around 2D cylinder, open-loop and closed-loop control, Deep reinforcement learning, Proximal policy optimization (PPO) algorithm

Relation: https://zenodo.org/records/4897961; oai:zenodo.org:4897961; https://doi.org/10.5281/zenodo.4897961

Availability: https://doi.org/10.5281/zenodo.4897961
https://zenodo.org/records/4897961

Active flow control in simulations of fluid flows based on deep reinforcement learning

Authors: Thummar, Darshan

Subject Terms: Deep reinforcement learning, open-loop and closed-loop control, Flow around 2D cylinder, Active flow control, Proximal policy optimization (PPO) algorithm

Razvoj programskog agenta-igrača za računalnu igru primjenom podržanog učenja

Authors: Tadić, Bartul Popović, Siniša

Contributors: Tadić, Bartul Popović, Siniša

Subject Terms: Podržano učenje, machine learning, Unity, PPO algorithm, deep neural networks, TECHNICAL SCIENCES. Computing, TEHNIČKE ZNANOSTI. Računarstvo, Reinforcement learning, ML-Agents Toolkit, PPO algoritam, duboke neuronske mreže, strojno učenje

File Description: application/pdf

Access URL: https://repozitorij.fer.unizg.hr/islandora/object/fer:11013
https://urn.nsk.hr/urn:nbn:hr:168:774527
https://repozitorij.fer.unizg.hr/islandora/object/fer:11013/datastream/PDF

Evoluční algoritmy v posilovaném učení ; Evolutionary Algorithms in Reinforcement Learning

Authors: Gulčíková, Sabína Sekanina, Lukáš Vašíček, Zdeněk

Contributors: Gulčíková, Sabína Sekanina, Lukáš Vašíček, Zdeněk

Subject Terms: posilované učenie, evolučné výpočty, evolučné posilované učenie, evolučný dizajn hodnotiaceho signálu, DQN algoritmus, PPO algoritmus, CartPole úloha, generalizácia, reinforcement learning, evolutionary computation, reward shaping, evolutionary reward design, DQN algorithm, PPO algorithm, CartPole task, generalization

File Description: application/pdf; text/html

Relation: GULČÍKOVÁ, S. Evoluční algoritmy v posilovaném učení [online]. Brno: Vysoké učení technické v Brně. Fakulta informačních technologií. 2025.; 165202; https://hdl.handle.net/11012/255136

Availability: https://hdl.handle.net/11012/255136

Evaluación de rendimiento de arquitecturas paralelas y de propósito específico para el aprendizaje por refuerzo en juegos ; Performance evaluation of parallel and specic-purpose architectures for reinforcement learning in games

Authors: Guzmán Muñoz, Javier Igual Peña, Francisco Daniel Costero Valero, Luis Mª

Contributors: Guzmán Muñoz, Javier Igual Peña, Francisco Daniel Costero Valero, Luis Mª

Subject Terms: 004(043.3), Aprendizaje por refuerzo, Algoritmo PPO, Red neuronal de convoluci´on, Ray RLlib, Entornos Gym, TPU Google Coral, Aceleradores hardware, Reinforcement learning, PPO algorithm, Convolutional neural network, Gym environ- ments, Google Coral TPU, Hardware accelerators, Informática (Informática), 1203.17 Informática

File Description: application/pdf

Relation: https://hdl.handle.net/20.500.14352/10496

Availability: https://hdl.handle.net/20.500.14352/10496

Evaluación de rendimiento de arquitecturas paralelas y de propósito específico para el aprendizaje por refuerzo en juegos

Authors: Guzmán Muñoz, Javier Igual Peña, Francisco Costero Valero, Luis Mª et al.

Contributors: Guzmán Muñoz, Javier Igual Peña, Francisco Costero Valero, Luis Mª et al.

Source: E-Prints Complutense. Archivo Institucional de la UCM
instname
E-Prints Complutense: Archivo Institucional de la UCM
Universidad Complutense de Madrid
Docta Complutense

Subject Terms: Informática, Informática (Informática), Entornos Gym, Ray RLlib, Convolutional neural network, Red neuronal de convoluci´on, Google Coral TPU, TPU Google Coral, PPO algorithm, Aprendizaje por refuerzo, Algoritmo PPO, Reinforcement learning, Hardware accelerators, 1203.17 Informática, 004(043.3), Aceleradores hardware, Gym environ- ments

File Description: application/pdf

Access URL: https://hdl.handle.net/20.500.14352/10496

Razvoj programskog agenta-igrača za računalnu igru primjenom podržanog učenja ; Development of a software agent-player for a computer game using reinforcement learning

Authors: Tadić, Bartul Popović, Siniša

Contributors: Tadić, Bartul Popović, Siniša

Subject Terms: Podržano učenje, ML-Agents Toolkit, strojno učenje, PPO algoritam, duboke neuronske mreže, Unity, Reinforcement learning, machine learning, PPO algorithm, deep neural networks, TEHNIČKE ZNANOSTI. Računarstvo, TECHNICAL SCIENCES. Computing

File Description: application/pdf

Relation: https://zir.nsk.hr/islandora/object/fer:11013; https://urn.nsk.hr/urn:nbn:hr:168:774527; https://repozitorij.unizg.hr/islandora/object/fer:11013; https://repozitorij.unizg.hr/islandora/object/fer:11013/datastream/PDF

Availability: https://zir.nsk.hr/islandora/object/fer:11013
https://urn.nsk.hr/urn:nbn:hr:168:774527
https://repozitorij.unizg.hr/islandora/object/fer:11013
https://repozitorij.unizg.hr/islandora/object/fer:11013/datastream/PDF