Diffusion models have demonstrated highly-expressive generative capabilities in vision and
NLP. Recent studies in reinforcement learning (RL) have shown that diffusion models are …

Develo** smart cities is vital for ensuring sustainable development and improving human
well-being. One critical aspect of building smart cities is designing intelligent methods to …

Over recent decades, sequential decision-making tasks are mostly tackled with expert
systems and reinforcement learning. However, these methods are still incapable of being …

Language models as intelligent agents push the boundaries of sequential decision-making
agents but struggle with limited knowledge of environmental dynamics and exponentially …