Path planning in unknown environment with kernel smoothing and reinforcement learning for multi-agent systems

In unknown environment, path planning of multiagent systems is difficult. The popular methods for the path planning, such as reinforcement learning (RL), do not work for these two cases: unknown environment and multi-agent.