2025
A robust MLTD3 path planning algorithm in unknown environments
IROS 2025
We explore the problem of path planning for mobile robots in unknown environments using deep reinforcement learning (DRL). This paper proposes a multi-layer long short-term memory twin delayed deep deterministic policy gradient (MLTD3) algorithm for unknown environments. First, we introduce multi-la