Luca Iocchi | DeepAI

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Featured Co-authors

Joachim Denzler
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∙ 02/28/2023

Exploiting Multiple Abstractions in Episodic RL via Reward Shaping

One major limitation to the applicability of Reinforcement Learning (RL)...

0 Roberto Cipollone, et al. ∙

∙ 12/14/2022

A Hierarchical Framework for Collaborative Artificial Intelligence

We propose a hierarchical framework for collaborative intelligent system...

0 James L. Crowley, et al. ∙

∙ 12/29/2021

On some Foundational Aspects of Human-Centered Artificial Intelligence

The burgeoning of AI has prompted recommendations that AI techniques sho...

0 Luciano Serafini, et al. ∙

∙ 11/29/2021

On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets

Deep neural networks represent the gold standard for image classificatio...

0 Lorenzo Brigato, et al. ∙

∙ 09/28/2021

A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge

Learning from limited amounts of data is the hallmark of intelligence, r...

0 Björn Barz, et al. ∙

∙ 08/30/2021

Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification

Data-efficient image classification using deep neural networks in settin...

0 Lorenzo Brigato, et al. ∙

∙ 06/09/2021

RLupus: Cooperation through emergent communication in The Werewolf social deduction game

This paper focuses on the emergence of communication to support cooperat...

0 Nicolo' Brandizzi, et al. ∙

∙ 05/11/2021

A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems

We design a multi-purpose environment for autonomous UAVs offering diffe...

0 Damiano Brunori, et al. ∙

∙ 09/11/2019

Proceedings of the AI-HRI Symposium at AAAI-FSS 2019

The past few years have seen rapid progress in the development of servic...

0 Justin W. Hart, et al. ∙

∙ 09/18/2018

Proceedings of the AI-HRI Symposium at AAAI-FSS 2018

The goal of the Interactive Learning for Artificial Intelligence (AI) fo...

0 Kalesha Bullard, et al. ∙

∙ 07/17/2018

Reinforcement Learning for LTLf/LDLf Goals

MDPs extended with LTLf/LDLf non-Markovian rewards have recently attract...

0 Giuseppe De Giacomo, et al. ∙

∙ 07/28/2013

Knowledge Representation for Robots through Human-Robot Interaction

The representation of the knowledge needed by a robot to perform complex...

0 Emanuele Bastianelli, et al. ∙

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