Explainable AI methods and their interplay with privacy protection

F Naretto - 2023 - tesidottorato.depositolegale.it
Recent years have seen the emergence of Machine Learning models, which are accurate
but lack transparency in their decision-making processes. The field of Explainable Artificial …

Neuro-evolutionary frameworks for generalized learning agents

TG Karimpanal - arxiv preprint arxiv:2002.01088, 2020 - arxiv.org
The recent successes of deep learning and deep reinforcement learning have firmly
established their statuses as state-of-the-art artificial learning techniques. However …

[PDF][PDF] Towards Experience-Efficient Reinforcement Learning

TG Karimpanal - 2019 - researchgate.net
The methodologies enlisted are validated empirically via simulations, and whenever
possible, through experiments performed on the EvoBots, a micro-robotics platform that was …