Welcome to the Knowledge, Reasoning and Learning Research Group

The Knowledge, Reasoning and Learning Group at the University “Sapienza” of Rome is a dynamic research group of faculty, PhD and master students inside the Ro.Co.Co. Lab. It is led by prof. Roberto Capobianco and current emphases of research includes robot learning, knowledge acquisition and learning, reinforcement learning and explainable artificial intelligence. KRL members are also involved on works in collaboration with other research areas like chemistry, exoplanet exploration and industrial robot application.

We are looking for passionate new PhD students, Postdocs, and Master students to join the team (more info) !

We are grateful for funding from:

Latest News

22. September 2023

Our paper 'Towards a fuller understanding of neurons with Clustered Compositional Explanations' has been accepted at NeurIPS 2023!

15. September 2023

Our workshop 'XAI 4 Deep Reinforcement Learning' has been accepted at AAAI24!! Call for papers is coming soon! See you in Vancouver!

18. May 2023

Congratulation to Elena Umili to have successfully defended her dissertation! Elena is the first PhD student to graduate of our group! We are very proud of her and we wish her all the best for her future career!

2. April 2023

Our paper "An Overview of Environmental Features that Impact Deep Reinforcement Learning in Sparse-Reward Domains" has been accepted in JAIR journal!

17. March 2023

Our paper "Explainable AI in Drug Discovery: Self-interpretable Graph Neural Network for molecular property prediction using Concept Whitening" has been accepted in the Machine Learning Journal! Congratulations for the first accepted paper to our new PhD student Michela Proietti!

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