Abstract: This article proposes an improved deep reinforcement learning algorithm for complete coverage path planning of mobile robots. The algorithm addresses the issue of agents easily getting ...

Abstract: Coverage Path Planning (CPP) is a critical capability for mobile robots tasked with applications such as orchard management, cleaning, and surveillance. This paper proposes a novel CPP ...