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Št. zadetkov: 2
Optimal path planning of a disinfection mobile robot against COVID-19 in a ROS-based research platform
Lejla Banjanović-Mehmedović, Isak Karabegović, J. Jahic, M. Omercic
Izvirni znanstveni članek
Oznake: mobilni robot za dezinfekcijo;optimalno načrtovanje poti;optimizacija roja delcev;sočasna lokalizacija in kartiranje;pristop dinamičnega okna;operacijski sistem robota;platforma, ki temelji na ROS-u;disinfection mobile robot;COVID-19;optimal path planning;Particle Swarm Optimization (PSO);Simultaneous Localization and Mapping (SLAM);Dynamic Window Approach (DWA);Robot Operating System (ROS);ROS-based platform;
Due to COVID-19 pandemic, there is an increasing demand for mobile robots to substitute human in disinfection tasks. New generations of disinfection robots could be developed to navigate in high-risk, high-touch areas. Public spaces, such as airports, schools, malls, hospitals, workplaces and factor ...
Leto: 2021 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Reinforcement learning for robot manipulation tasks in human-robot collaboration using the CQL/SAC algorithms
A. Husaković, Lejla Banjanović-Mehmedović, A. Gurdić-Ribić, Naser Prljača, Isak Karabegović
Izvirni znanstveni članek
Oznake: robotika;interakcija človek-robot;strojno učenje;robotsko učenje;manipulatorji;human-robot collaboration;robot learning;deep reinforcement learning;soft actor-critic algorithm;Conservative Q-learning;robot manipulation tasks;
The integration of human-robot collaboration (HRC) into industrial and service environments demands efficient and adaptive robotic systems capable of executing diverse tasks, including pick-and-place operations. This paper investigates the application of Soft Actor-Critic (SAC) and Conservative Q-Le ...
Leto: 2025 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Št. zadetkov: 2
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