Search Results - optimized PPO algorithm

Enhanced intrusion strategy learning for security systems using an optimized PPO algorithm

Authors: Bowen Zou Xian Zhu Chunqiang Liu et al.

Source: IET Conference Proceedings. 2024:845-849

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

Optimizing intelligent startup strategy of power system using PPO algorithm

Authors: Yan Sun Yin Wu Yan Wu et al.

Source: Intelligent Decision Technologies. 18:3091-3104

Process parameter optimization model for tablet compression based on random forest and proximal policy optimization algorithm.

Authors: Du J Wang T Zhu W et al.

Source: International journal of pharmaceutics [Int J Pharm] 2025 Dec 25; Vol. 686, pp. 126310. Date of Electronic Publication: 2025 Oct 26.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7804127 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3476 (Electronic) Linking ISSN: 03785173 NLM ISO Abbreviation: Int J Pharm Subsets: MEDLINE

MeSH Terms: Tablets*/chemistry , Algorithms* , Drug Compounding*/methods , Technology, Pharmaceutical*/methods, Random Forest

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

Authors: Gan, Jingpeng Zhang, Jiancheng Liu, Yuansheng

Source: Applied Sciences (2076-3417); Apr2024, Vol. 14 Issue 7, p2889, 16p

Subject Terms: TRAFFIC circles, OPTIMIZATION algorithms, REINFORCEMENT learning, DEEP reinforcement learning, BEHAVIORAL research, SPACE perception

Improved PPO Optimization for Robotic Arm Grasping Trajectory Planning and Real-Robot Migration.

Authors: Li, Chunlei Liu, Zhe Li, Liang et al.

Source: Sensors (14248220); Sep2025, Vol. 25 Issue 17, p5253, 25p

Subject Terms: TRAJECTORY optimization, SIMULATED annealing, INDUSTRIAL robots, REINFORCEMENT learning, LEARNING

结合PPO和蒙特卡洛树搜索的斗地主博弈模型. (Chinese)

Alternate Title: The improved DouDiZhu game model combining PPO with Monte Carlo Tree Search. (English)

Authors: 王世鹏 王亚杰 吴燕燕 et al.

Source: Journal of Chongqing University of Technology (Natural Science); 2025, Vol. 39 Issue 8, p126-133, 8p

Subject Terms: STOCHASTIC processes, STRATEGY games, DECISION making, PROBABILITY theory, ALGORITHMS

Optimizing intelligent startup strategy of power system using PPO algorithm.

Authors: Sun, Yan Wu, Yin Wu, Yan et al.

Source: Intelligent Decision Technologies; 2024, Vol. 18 Issue 4, p3091-3104, 14p

Subject Terms: MACHINE learning, ELECTRIC lines, MATHEMATICAL optimization, RENEWABLE energy sources, DYNAMIC models

Intelligent Optimization and Real-Time Control of Wireless Power Transfer for Electric Vehicles.

Authors: Ben Fadhel, Yosra Marques Cardoso, Antonio J.

Source: Electronics (2079-9292); Nov2025, Vol. 14 Issue 22, p4478, 27p

Subject Terms: ELECTRIC vehicles, ARTIFICIAL intelligence, FEEDBACK control systems, REINFORCEMENT learning, WIRELESS power transmission, GENETIC algorithms

Reviews & Products: SIMULINK (Computer software)

Optimizing Autonomous Vehicle Performance Using Improved Proximal Policy Optimization.

Authors: Bilban, Mehmet İnan, Onur

Source: Sensors (14248220); Mar2025, Vol. 25 Issue 6, p1941, 25p

Subject Terms: LEVY processes, CITY traffic, REINFORCEMENT learning, ACCELERATION (Mechanics), AUTONOMOUS vehicles, TRAFFIC signs & signals

source code: Enhancing Anger Management via Reinforcement Learning: A Comparative Analysis of the PPO Algorithm with Optimised Hyperparameters

Authors: surendran, Rajendran

Relation: https://zenodo.org/records/10428688; oai:zenodo.org:10428688; https://doi.org/10.5281/zenodo.10428688

Availability: https://doi.org/10.5281/zenodo.10428688
https://zenodo.org/records/10428688

Datasets: Enhancing Anger Management via Reinforcement Learning: A Comparative Analysis of the PPO Algorithm with Optimised Hyperparameters

Authors: surendran, Rajendran

Relation: https://zenodo.org/records/10428692; oai:zenodo.org:10428692; https://doi.org/10.5281/zenodo.10428692

Availability: https://doi.org/10.5281/zenodo.10428692
https://zenodo.org/records/10428692

A Low-Collision and Efficient Grasping Method for Manipulator Based on Safe Reinforcement Learning.

Authors: Zhang, Qinglei Hu, Bai Qin, Jiyun et al.

Source: Computers, Materials & Continua; 2025, Vol. 83 Issue 1, p1257-1273, 17p

Subject Terms: DEEP reinforcement learning, MARKOV processes, RISK aversion, ROBOTICS, REINFORCEMENT learning, ALGORITHMS

USV Collision Avoidance Decision-Making Based on the Improved PPO Algorithm in Restricted Waters.

Authors: Hao, Shuhui Guan, Wei Cui, Zhewen et al.

Source: Journal of Marine Science & Engineering; Aug2024, Vol. 12 Issue 8, p1428, 22p

Subject Terms: REWARD (Psychology), COLLISIONS at sea, SET functions, AUTONOMOUS vehicles, DECISION making

Design of digital low-carbon system for smart buildings based on PPO algorithm.

Authors: Wu, Yaohuan Xie, Nan

Source: Sustainable Energy Research; 2/27/2025, Vol. 12 Issue 1, p1-14, 14p

Subject Terms: CARBON emissions, ENERGY management, OPERATING costs, RELIABILITY in engineering, INTELLIGENT buildings, REINFORCEMENT learning

USV Collision Avoidance Decision-Making Based on the Improved PPO Algorithm in Restricted Waters

Authors: Shuhui Hao Wei Guan Zhewen Cui et al.

Source: Journal of Marine Science and Engineering, Vol 12, Iss 8, p 1428 (2024)

Subject Terms: USV, collision avoidance decision-making, PPO, restricted waters, COLREGs, Naval architecture. Shipbuilding. Marine engineering, VM1-989, Oceanography, GC1-1581

File Description: electronic resource

Relation: https://www.mdpi.com/2077-1312/12/8/1428; https://doaj.org/toc/2077-1312

Access URL: https://doaj.org/article/57fe3c5171424461a181e0b636533158

Inventory replenishment and fulfilment decisions for an omnichannel retailer: a reinforcement learning-based method.

Authors: Kolyaei, Maryam Zhang, Lele Blom, Michelle

Source: International Journal of Production Research; Dec2025, Vol. 63 Issue 24, p9571-9592, 22p

Subject Terms: REINFORCEMENT learning, INVENTORY control, STOCK management (Finance), RETAIL industry, PROFIT maximization, ONLINE shopping, MARKOV processes

Research on LSTM-PPO Obstacle Avoidance Algorithm and Training Environment for Unmanned Surface Vehicles.

Authors: Luo, Wangbin Wang, Xiang Han, Fang et al.

Source: Journal of Marine Science & Engineering; Mar2025, Vol. 13 Issue 3, p479, 30p

Subject Terms: DEEP reinforcement learning, MACHINE learning, AVOIDANCE conditioning, VIRTUAL reality, SHIP models, REINFORCEMENT learning

Maximizing IoT Throughput with Optimized IRS-Assisted Symbiotic Radio.

Authors: Salama, Gerges M. Metwly, Samar Shaker Shehata, Emad G. et al.

Source: Ingénierie des Systèmes d'Information; Apr2024, Vol. 29 Issue 2, p421-427, 7p

Subject Terms: WIRELESS communications performance, INTERNET of things, INTERNET speed, LONG-Term Evolution (Telecommunications), QUALITY of service, WIRELESS communications, BACKSCATTERING, SMARTPHONES

Curiosity-Driven Exploration in Reinforcement Learning: An Adaptive Self-Supervised Learning Approach for Playing Action Games.

Authors: Farooq, Sehar Shahzad Rahman, Hameedur Abdul Wahid, Samiya et al.

Source: Computers (2073-431X); Oct2025, Vol. 14 Issue 10, p434, 25p

Subject Terms: REINFORCEMENT learning, INTRINSIC motivation, ACTION & adventure films, MACHINE learning, PLAY environments, LEARNING by discovery