Quantized Skill Transformer: Self-Supervised Learning of Transferable Action Abstractions for Continuous Control

Quantized Skill Transformer (QueST) learns a flexible and structured discrete latent space of action abstractions (skills) that can be effectively leveraged for multitask and few-shot imitation learning in continuous control tasks.