Reinforcement learning applications in environmental sustainability: a review

M Zuccotto, A Castellini, DL Torre, L Mola… - Artificial Intelligence …, 2024 - Springer
Environmental sustainability is a worldwide key challenge attracting increasing attention due
to climate change, pollution, and biodiversity decline. Reinforcement learning, initially …

Online model adaptation in Monte Carlo tree search planning

M Zuccotto, E Fusa, A Castellini, A Farinelli - Optimization and …, 2024 - Springer
We propose a model-based reinforcement learning method using Monte Carlo Tree Search
planning. The approach assumes a black-box approximated model of the environment …