AI Agent

Evaluating Continual Learning on a Home Robot

Sam Powers, Abhinav Gupta, Chris Paxton

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Enabling A Network AI Gym for Autonomous Cyber Agents

Li Li, Jean-Pierre S. El Rami, Adrian Taylor, James Hailing Rao, Thomas Kunz

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments To appear in Proceedings of the 2022 International Conference on Computational Science and Computational Intelligence

Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

Frederic Gmeiner, Humphrey Yang, Lining Yao, Kenneth Holstein, Nikolas Martelaro

专题命中 其他Agent ：agentic(abstract)；分类 cs.AI

Comments 20 pages, 6 figures, to be published in Proceedings of the ACM 2023 CHI Conference on Human Factors in Computing Systems (CHI '23)

Toward a `Standard Model' of Machine Learning

Zhiting Hu, Eric P. Xing

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Comments 46 pages; Online version on Harvard Data Science Review: https://hdsr.mitpress.mit.edu/pub/zkib7xth/release/2

Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration

Mesut Yang, Micah Carroll, Anca Dragan

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Comments Presented at the NeurIPS 2022 Human in the Loop Learning (HiLL) Workshop

Diversity-based Deep Reinforcement Learning Towards Multidimensional Difficulty for Fighting Game AI

Emily Halina, Matthew Guzdial

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Comments 8 pages, 2 figures, Experimental AI in Games 2022

Proceedings of the Second Workshop on Agents and Robots for reliable Engineered Autonomy

Rafael C. Cardoso, Angelo Ferrando, Fabio Papacchini, Mehrnoosh Askarpour, Louise A. Dennis

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.SE

Journal ref EPTCS 362, 2022

Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents

Laetitia Teodorescu, Eric Yuan, Marc-Alexandre Côté, Pierre-Yves Oudeyer

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

mt5se: An Open Source Framework for Building Autonomous Trading Robots

Paulo André Lima de Castro

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments This paper replaces an old version of the framework, called mt5b3, which is now deprecated

One-way Explainability Isn't The Message

Ashwin Srinivasan, Michael Bain, Enrico Coiera

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

Comments (22 pages. Submitted for review as a Perspectives paper to Nature Machine Intelligence)

A Mental-Model Centric Landscape of Human-AI Symbiosis

Zahra Zahedi, Sarath Sreedharan, Subbarao Kambhampati

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

AI and the Sense of Self

Srinath Srinivasa, Jayati Deshmukh

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments Previous version of this paper was published in Jijnasa 2021

Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection

Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Optimization in Open Networks via Dual Averaging

Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

Comments In 60th IEEE Conference on Decision and Control (CDC 2021); 7 pages, 1 figure

Reinforcement Learning Under Moral Uncertainty

Adrien Ecoffet, Joel Lehman

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments 28 pages, 18 figures; update adds discussion of a possible flaw of Nash voting, discussion of further possible research into MEC, as well as a few more references; updated to ICML version

Learning and Executing Re-usable Behaviour Trees from Natural Language Instruction

Gavin Suddrey, Ben Talbot, Frederic Maire

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Curiosity-driven Intuitive Physics Learning

Tejas Gaikwad, Romi Banerjee

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

On the Critical Role of Conventions in Adaptive Human-AI Collaboration

Andy Shih, Arjun Sawhney, Jovana Kondic, Stefano Ermon, Dorsa Sadigh

专题命中 其他Agent ：AI agent(abstract)；分类 cs.LG

Comments 9th International Conference on Learning Representations (ICLR 2021)

ColorShapeLinks: A board game AI competition for educators and students

Nuno Fachada

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments The peer-reviewed version of this paper is published in Computers and Education: Artificial Intelligence at https://doi.org/10.1016/j.caeai.2021.100014. This version is typeset by the author and differs only in pagination and typographical detail

Journal ref Computers and Education: Artificial Intelligence, 2, 100014, 2021

Explainable AI for System Failures: Generating Explanations that Improve Human Assistance in Fault Recovery

Devleena Das, Siddhartha Banerjee, Sonia Chernova

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Proceedings of the First Workshop on Agents and Robots for reliable Engineered Autonomy

Rafael C. Cardoso, Angelo Ferrando, Daniela Briola, Claudio Menghi, Tobias Ahlbrecht

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.SE

Journal ref EPTCS 319, 2020

Towards Contrastive Explanations for Comparing the Ethics of Plans

Benjamin Krarup, Senka Krivic, Felix Lindner, Derek Long

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments Accepted to the ICRA-AGAINST-20 workshop

Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks

Oliver Willers, Sebastian Sudholt, Shervin Raafatnia, Stephanie Abrecht

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review

Leonardo A. Espinosa Leal, Magnus Westerlund, Anthony Chapman

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

Comments 17 pages, 9 figures. arXiv admin note: text overlap with arXiv:1902.08438 by other authors

An Interaction Framework for Studying Co-Creative AI

Matthew Guzdial, Mark Riedl

专题命中 其他Agent ：AI agent(abstract)；分类 cs.AI

Comments 6 pages, 2 figures, Human-Centered Machine Learning Perspectives Workshop

Liability, Ethics, and Culture-Aware Behavior Specification using Rulebooks

Andrea Censi, Konstantin Slutsky, Tichakorn Wongpiromsarn, Dmitry Yershov, Scott Pendleton, James Fu, Emilio Frazzoli

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments To appear in ICRA 2019

That's Mine! Learning Ownership Relations and Norms for Robots

Zhi-Xuan Tan, Jake Brawer, Brian Scassellati

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI

Comments 9 pg., 2 fig., accepted for AAAI-2019. Video demo: https://bit.ly/2z8obET GitHub: https://github.com/OwnageBot/ownage_bot

Efficient Video Understanding via Layered Multi Frame-Rate Analysis

Ziyao Tang, Yongxi Lu, Tara Javidi

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.LG

Comments under review

Legible Normativity for AI Alignment: The Value of Silly Rules

Dylan Hadfield-Menell, McKane Andrus, Gillian K. Hadfield

专题命中 其他Agent ：autonomous agent(abstract)；分类 cs.AI