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ORCIDAdam J. Sobey
Person information
- affiliation: Alan Turing Institute, Marine and Maritime Group, Data-Centric Engineering, British Library, London UK
- affiliation: University of Southampton, Fluid Structure Interactions Group, UK
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Journal Articles
- 2025
[j9]Amy I. Parkes, Adam J. Sobey
, Dominic Hudson:
More consistent learnt relationships in regression neural networks using Fit to Median error measure. Eng. Appl. Artif. Intell. 144: 110113 (2025)- 2024
- [j8]David M. Bossens, Adam J. Sobey:
Lifetime policy reuse and the importance of task capacity. AI Commun. 37(1): 115-148 (2024) - [j7]Amy I. Parkes, Josef Camilleri, Dominic Hudson, Adam J. Sobey:
Robust approximation of the conditional mean for applications of Machine Learning. Appl. Soft Comput. 167: 112389 (2024) - 2022
- [j6]Mohammad Divband Soorati, Enrico H. Gerding, Enrico Marchioni, Pavel Naumov, Timothy J. Norman, Sarvapali D. Ramchurn, Bahar Rastegari, Adam J. Sobey, Sebastian Stein, Danesh Tarpore, Vahid Yazdanpanah, Jie Zhang:
From intelligent agents to trustworthy human-centred multiagent systems. AI Commun. 35(4): 443-457 (2022) - [j5]Amy I. Parkes, T. D. Savasta, Adam J. Sobey, D. A. Hudson:
Power prediction for a vessel without recorded data using data fusion from a fleet of vessels. Expert Syst. Appl. 187: 115971 (2022) - [j4]Przemyslaw A. Grudniewski, Adam J. Sobey:
Benchmarking the performance of genetic algorithms on constrained dynamic problems. Nat. Comput. 21(1): 109-125 (2022) - 2019
- [j3]David M. Bossens, Nicholas C. Townsend, Adam J. Sobey:
Learning to learn with active adaptive perception. Neural Networks 115: 30-49 (2019) - [j2]Przemyslaw A. Grudniewski, Adam J. Sobey:
Behaviour of Multi-Level Selection Genetic Algorithm (MLSGA) using different individual-level selection mechanisms. Swarm Evol. Comput. 44: 852-862 (2019) - 2013
- [j1]Adam J. Sobey, James I. R. Blake, R. Ajit Shenoi:
Monte Carlo reliability analysis of tophat stiffened composite plate structures under out of plane loading. Reliab. Eng. Syst. Saf. 110: 41-49 (2013)
Conference and Workshop Papers
- 2024
- [c4]Olaf Lipinski, Adam J. Sobey, Federico Cerutti, Timothy J. Norman:
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication. NeurIPS 2024 - 2022
- [c3]Sizhe Yuen, Thomas H. G. Ezard, Adam J. Sobey:
The effect of epigenetic blocking on dynamic multi-objective optimisation problems. GECCO Companion 2022: 379-382 - 2019
- [c2]Przemyslaw A. Grudniewski, Adam J. Sobey:
Do general Genetic Algorithms provide benefits when solving real problems? CEC 2019: 1822-1829 - 2017
- [c1]Przemyslaw A. Grudniewski, Adam J. Sobey:
Multi-Level Selection Genetic Algorithm applied to CEC '09 test instances. CEC 2017: 1613-1620
Informal and Other Publications
- 2025
- [i14]Wan Wang, Haiyan Wang, Adam J. Sobey:
Collaborating in a competitive world: Heterogeneous Multi-Agent Decision Making in Symbiotic Supply Chain Environments. CoRR abs/2501.14111 (2025) - [i13]Sizhe Yuen, Ting Su, Ziyang Wang, Yali Du, Adam J. Sobey:
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks. CoRR abs/2505.14212 (2025) - [i12]Kryspin Varys, Federico Cerutti, Adam J. Sobey, Timothy J. Norman:
HAVA: Hybrid Approach to Value-Alignment through Reward Weighing for Reinforcement Learning. CoRR abs/2505.15011 (2025) - 2024
- [i11]Olaf Lipinski, Adam J. Sobey, Federico Cerutti, Timothy J. Norman:
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication. CoRR abs/2406.07277 (2024) - [i10]John Birkbeck, Adam J. Sobey, Federico Cerutti, Katherine Heseltine Hurley Flynn, Timothy J. Norman:
CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning. CoRR abs/2409.03577 (2024) - 2023
- [i9]Olaf Lipinski, Adam J. Sobey, Federico Cerutti, Timothy J. Norman:
On Temporal References in Emergent Communication. CoRR abs/2310.06555 (2023) - [i8]Wan Wang, Haiyan Wang, Adam J. Sobey:
Agent based modelling for continuously varying supply chains. CoRR abs/2312.15502 (2023) - 2022
- [i7]Mohammad Divband Soorati, Enrico H. Gerding, Enrico Marchioni, Pavel Naumov, Timothy J. Norman, Sarvapali D. Ramchurn, Bahar Rastegari, Adam J. Sobey, Sebastian Stein, Danesh Tarpore, Vahid Yazdanpanah, Jie Zhang:
From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems. CoRR abs/2210.02260 (2022) - [i6]Sizhe Yuen, Thomas H. G. Ezard, Adam J. Sobey:
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation Problems. CoRR abs/2211.14222 (2022) - 2021
- [i5]Przemyslaw A. Grudniewski, Adam J. Sobey:
cMLSGA: A Co-Evolutionary Multi-Level Selection Genetic Algorithm for Multi-Objective Optimization. CoRR abs/2104.11072 (2021) - [i4]Amy I. Parkes, Adam J. Sobey, D. A. Hudson:
Towards Error Measures which Influence a Learners Inductive Bias to the Ground Truth. CoRR abs/2105.01567 (2021) - [i3]David M. Bossens, Adam J. Sobey:
Lifetime policy reuse and the importance of task capacity. CoRR abs/2106.01741 (2021) - [i2]Amy I. Parkes, Josef Camilleri, D. A. Hudson, Adam J. Sobey:
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers. CoRR abs/2106.03428 (2021) - [i1]Sizhe Yuen, Thomas H. G. Ezard, Adam J. Sobey:
Epigenetic opportunities for Evolutionary Computation. CoRR abs/2108.04546 (2021)
Coauthor Index
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