Aerospace and Mechanical Insider on MSN

Landmark-driven DRL boosts mobile robot navigation

Mobile robots are increasingly deployed in applications ranging from household cleaning to hazardous industrial inspection, ...
Abstract: To address the limitations of ant colony optimization (ACO) algorithm in terms of convergence speed, search efficiency, local optimal traps, and dependence on high-precision maps, this ...
Abstract: As a classic algorithm for realizing robot local path planning, the dynamic window approach (DWA) uses an objective function to choose the optimal velocity commands. However, the path ...