Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning

Weipu Zhang, Adam Jelley, Trevor McInroe +2

While deep reinforcement learning (RL) from pixels has achieved remarkable success, its sample inefficiency remains a critical limitation for real-world applications. Model-based R…