Recurrent Actor-Critic Navigation of Unmanned Aerial Vehicles in Arbitrary-Shape Obstacle-Dense Environments via Temporally-Augmented Observation
A lightweight recurrent extension of the Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm that tackles navigation in cluttered environments populated with arbitrary-shape obstacles by augmenting the agent’s observation with a sliding window of recent states and feeding stacked observations through a recu...