AgenticRL: Agentic Reinforcement Learning with Self-Refinement for Complex UAV Navigation.

arXiv:2606.03963v4 Announce Type: replace-cross Abstract: Deep reinforcement learning enables autonomous robots to learn complex navigation tasks, but still relies heavily on time consuming manual reward design and fine tuning. Existing automated reward genera