Zobrazeno 1 - 10
of 199
pro vyhledávání: '"Jennings, NR"'
Climate change is causing far-reaching yet underappreciated worsening of outcomes across the mental health and wellbeing spectrum. Despite increasing attention to the mental health impacts of climate change, an absence of a clear, cross-sectoral agen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::3a904dd21162a6b836b1b671ad59ea68
http://hdl.handle.net/10044/1/104758
http://hdl.handle.net/10044/1/104758
Publikováno v:
The IJCAI-21 Workshop on Artificial Intelligence Safety
For developing human-centred trustworthy autonomous systems and ensuring their safe and effective integration with the society, it is crucial to enrich autonomous agents with the capacity to represent and reason about their accountability. This is, o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::eea3701660a0b997a454b0567499123d
https://eprints.soton.ac.uk/449852/
https://eprints.soton.ac.uk/449852/
Publikováno v:
Workshop on ML for Systems at NeurIPS
In standard generative deep learning models, such as autoencoders or GANs, the size of the parameter set is proportional to the complexity of the generated data distribution. A significant challenge is to deploy resource-hungry deep learning models i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa73887080bca3070f97f019f954a154
Autor:
Lengyel, D, Petangoda, J, Falk, I, Highnam, K, Lazarou, M, Kolbeinsson, A, Deisenroth, MP, Jennings, NR
We propose an efficient algorithm to visualise symmetries in neural networks. Typically, models are defined with respect to a parameter space, where non-equal parameters can produce the same input-output map. Our proposed method, GENNI, allows us to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::4c106edf48fdd12e31659d22fcef26de
http://hdl.handle.net/10044/1/84246
http://hdl.handle.net/10044/1/84246
Autor:
Luo, Y, Jennings, NR
Publikováno v:
AAMAS 2020
Crowdsourcing harnesses human effort to solve computer-hard problems. Such tasks often have different levels of difficulty and workers have varying levels of skill at completing them. With a limited budget, it is important to wisely allocate the spen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::7eadfdb886cbe16ffbb164f0e7a989c8
http://hdl.handle.net/10044/1/87642
http://hdl.handle.net/10044/1/87642
Publikováno v:
AAMAS 2020
We call for attention to climate change research as a domain of application for multiagent technologies. The multiagent nature of climate change challenges and successful application of multiagent methods in decentralized power grid systems, market o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::d9582901046f7a7df66bca19649551af
http://hdl.handle.net/10044/1/87640
http://hdl.handle.net/10044/1/87640
Publikováno v:
AAMAS 2020
We present an overview of the Task Coordination (TC) problem in multiagent systems and discuss the specific elements that are required to develop a solution to this problem. Task coordination refers to a twofold problem where an exogenously imposed s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::c0a47e0769d3982d462130d1ae3a6d89
http://hdl.handle.net/10044/1/87639
http://hdl.handle.net/10044/1/87639
Botnets and malware continue to avoid detection by static rules engines when using domain generation algorithms (DGAs) for callouts to unique, dynamically generated web addresses. Common DGA detection techniques fail to reliably detect DGA variants t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::cf7bfc32d0fffaf637589b5d65c0bd62
http://hdl.handle.net/10044/1/77914
http://hdl.handle.net/10044/1/77914
Autor:
Luo, Y, Jennings, NR
Publikováno v:
International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018
In crowdsourcing systems, it is important for the crowdsource campaign initiator to incentivize users to share their data to produce results of the desired computational accuracy. This problem becomes especially challenging when users are concerned a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::c2b4731313baff5e4a271e73c3ee14fb
http://hdl.handle.net/10044/1/64362
http://hdl.handle.net/10044/1/64362
Publikováno v:
International Foundation for Autonomous Agents and MultiAgent Systems (IFAAMAS)
The success of crowdsourcing projects relies critically on motivating the crowd to contribute. One particularly effective method for incentivising participants to perform tasks is to run contests. However, there are numerous ways to implement such co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::bd2fa838f8807e55cbdc77b83427f17f
https://eprints.soton.ac.uk/419826/
https://eprints.soton.ac.uk/419826/