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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)...
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12/14/2022
A Hierarchical Framework for Collaborative Artificial Intelligence
We propose a hierarchical framework for collaborative intelligent system...
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12/29/2021
On some Foundational Aspects of Human-Centered Artificial Intelligence
The burgeoning of AI has prompted recommendations that AI techniques sho...
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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...
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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...
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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...
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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...
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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...
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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...
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09/18/2018
Proceedings of the AI-HRI Symposium at AAAI-FSS 2018
The goal of the Interactive Learning for Artificial Intelligence (AI) fo...
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07/17/2018
Reinforcement Learning for LTLf/LDLf Goals
MDPs extended with LTLf/LDLf non-Markovian rewards have recently attract...
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07/28/2013