2026
TARAD: Task-Aware Robot Affordance-Centric Diffusion Policy Learned from LLM-Generated Demonstrations
ICRA 2026poster
In open-ended task settings, the ability of a robot to execute diverse tasks accurately by following language instructions is critical. Methods based on traditional imitation learning typically depend on extensive expert demonstrations and often struggle to generalize in the case of unseen scenarios…