Indicator species are living organisms that tell us that something has changed or is going to change in their environment. They can be easily observed, and studying them is considered a cost-effective ...

Abstract: Policy iteration, as an adaptive/approximate dynamic programming-based approach for optimal control is investigated. The context is optimal control of discrete-time nonlinear dynamics with ...

This is the official repo for MARVIN implemented in pytorch. For more details on our findings and the results, to learn more about the findings of this work, please check out our paper and our blog ...

Abstract: As an important machine learning method, deep reinforcement learning (DRL) has been rapidly developed in recent years and has achieved breakthrough results ...