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  • 2023

    Budget-feasible Mechanism Design for Cost-Benefit Optimization in Gradual Service Procurement

    Farhadi, F., Chli, M. & Jennings, N. R., 30 May 2023, Proceedings of AAMAS 2023. IFAAMAS, Vol. 2023-May. p. 2706-2708 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Chapter in Book/Published conference outputConference publication

  • Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning

    Hamilton, J. R., Ekárt, A. & Patelli, A., 9 Apr 2023, International Conference on the Applications of Evolutionary Computation (Part of EvoStar). Correia, J., Smith, S. & Qaddoura, R. (eds.). 1 ed. p. 519–535 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13989 LNCS).

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  • The Missing Tip: Lack of Micro-Movements Impairs Navigation Realism in Artificial Social Agents

    Sharp, J. & Bernardet, U., 22 Feb 2023, ICAART 2023 - Proceedings of the 15th International Conference on Agents and Artificial Intelligence - (Volume 1). Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Vol. 1. p. 380-386 7 p. (Proceedings of the 15th International Conference on Agents and Artificial Intelligence).

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  • 2022

    A GENTLER Approach to Urban Traffic Modelling and Prediction

    Patelli, A., Hamilton, J. R., Lush, V. & Ekart, A., 23 Jul 2022, 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings. IEEE, p. 1-8 8 p. 9870273

    Research output: Chapter in Book/Published conference outputConference publication

  • A Remote Breathing Relaxation System- A case-study for Web-based Real-time Adaptive Human to Virtual Human Interaction

    Dar, S., Ekart, A. & Bernardet, U., 11 Jul 2022, Proceedings of 35th British HCI Conference Towards a Human-Centred Digital Society, HCI 2022. 4 p.

    Research output: Chapter in Book/Published conference outputConference publication

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  • Auto-Active Verification of Floating-Point Programs via Nonlinear Real Provers

    Rasheed, J. & Konečný, M., 1 Oct 2022, Software Engineering and Formal Methods - 20th International Conference, SEFM 2022, Proceedings. Schlingloff, B-H. & Chai, M. (eds.). p. 20-36 (Lecture Notes in Computer Science; vol. 13550).

    Research output: Chapter in Book/Published conference outputConference publication

  • Certified Computation of Nondeterministic Limits

    Konečný, M., Park, S. & Thies, H., 20 May 2022, NASA Formal Methods - 14th International Symposium, NFM 2022, Proceedings: 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24–27, 2022, Proceedings. Deshmukh, J. V., Havelund, K. & Perez, I. (eds.). Springer, p. 771-789 19 p. (Lecture Notes in Computer Science; vol. 13260).

    Research output: Chapter in Book/Published conference outputConference publication

  • cPV – Simulation and Verification for Membrane Computing

    Liu, Y., Sun, J., Nicolescu, R. & Wang, H., 5 Dec 2022, Proceedings of the 2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 606-615 10 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Evolving Neuromodulated Controllers in Variable Environments

    Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., 5 Jan 2022, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). El-Araby, E., Kalogeraki, V., Pianini, D., Lassabe, F., Porter, B., Ghahremani, S., Nunes, I., Bakhouya, M. & Tomforde, S. (eds.). IEEE, p. 164-169 6 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Fully-Autonomous, Vision-based Traffic Signal Control: from Simulation to Reality

    Garg, D., Chli, M. & Vogiatzis, G., 9 May 2022, Proceedings of the 21st International Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2022). ACM, p. 454-462 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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  • 2021

    A Large-Scale English Multi-Label Twitter Dataset for Cyberbullying and Online Abuse Detection

    Salawu, S., Lumsden, J. & He, Y., Aug 2021, Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021). Mostafazedeh Davani, A., Kiela, D., Lambert, M., Vidgen, B., Prabhakaran, V. & Waseem, Z. (eds.). Association for Computational Linguistics, p. 146-156 11 p.

    Research output: Chapter in Book/Published conference outputConference publication

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  • Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks

    Easton, E., Ekárt, A. & Bernardet, U., 2 Apr 2021, Artificial Intelligence in Music, Sound, Art and Design - 10th International Conference, EvoMUSART 2021, Held as Part of EvoStar 2021, Proceedings. Romero, J., Martins, T. & Rodríguez-Fernández, N. (eds.). Springer, p. 115-130 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12693 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

  • Axiomatic Reals and Certified Efficient Exact Real Computation

    Konečný, M., Park, S. & Thies, H., 17 Nov 2021, Logic, Language, Information, and Computation - 27th International Workshop, WoLLIC 2021, Proceedings: 27th International Workshop, WoLLIC 2021. Silva, A., Wassermann, R. & de Queiroz, R. (eds.). Berlin / Heidelberg: Springer, Vol. 13038. p. 252-268 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13038 LNCS).

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  • BERT-Based Transformers for Early Detection of Mental Health Illnesses

    Martínez-Castaño, R., Htait, A., Azzopardi, L. & Moshfeghi, Y., 14 Sept 2021, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings. Candan, K. S., Ionescu, B., Goeuriot, L., Larsen, B., Mueller, H., Joly, A., Maistro, M., Piroi, F., Faggioli, G. & Ferro, N. (eds.). p. 189-200 (Lecture Notes in Computer Science; vol. 12880).

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  • From a Series of (Un)fortunate Events to Global Explainability of Runtime Model-Based Self-Adaptive Systems

    Parra-Ullauri, J. M., Garcia-Dominguez, A. & Bencomo, N., 20 Dec 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C). IEEE, p. 807-816 10 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead

    Bucchiarone, A., Cicchetti, A., Bencomo, N., Loria, E. & Marconi, A., 29 Jun 2021, Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. IEEE, p. 149-155 7 p. 9462009. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

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  • Investigating the Potential Impact of Values on Requirements and Software Engineering

    Sutcliffe, A., Sawyer, P., Liu, W. & Bencomo, N., 7 May 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2021. IEEE, p. 39-47 9 p. 9402169. (Proceedings - International Conference on Software Engineering; vol. 2021-May).

    Research output: Chapter in Book/Published conference outputConference publication

  • Look and listen: A multi-modality late fusion approach to scene classification for autonomous machines

    Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Vogiatzis, G., 10 Feb 2021, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE, p. 10380-10385 6 p. 9341557. (IEEE International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Published conference outputConference publication

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  • RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation

    Samin, H., Paucar, L. H. G., Bencomo, N., Hurtado, C. M. C. & Fredericks, E. M., 29 Jun 2021, Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021. IEEE, p. 238-244 7 p. 9462042. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Sentiment Intensity Prediction using Neural Word Embeddings

    Htait, A. & Azzopardi, L., 31 Aug 2021, ICTIR '21 : Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval. ACM, p. 93-102

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  • Towards an architecture integrating complex event processing and temporal graphs for service monitoring

    Parra-Ullauri, J. M., García-Domínguez, A., Boubeta-Puig, J., Bencomo, N. & Ortiz, G., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 427–435 9 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

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  • Towards priority-awareness in autonomous intelligent systems

    Samin, H., Paucar, L. H. G., Bencomo, N. & Sawyer, P., 22 Mar 2021, Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021. ACM, p. 1328–1337 10 p. (Proceedings of the 36th Annual ACM Symposium on Applied Computing).

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  • 2020

    7th International Workshop on Artificial Intelligence and Requirements Engineering (AIRE'20): Message from the Organizers

    Bencomo, N., Ferrari, A., Aydemir, F. B. & Rahimi, M., 20 Oct 2020, 2020 IEEE Seventh International Workshop on Artificial Intelligence for Requirements Engineering (AIRE). IEEE, p. VII (Proceedings - 7th International Workshop on Artificial Intelligence and Requirements Engineering, AIRE 2020).

    Research output: Chapter in Book/Published conference outputConference publication

  • Abstractive text-image summarization using multi-modal attentional hierarchical RNN

    Chen, J. & Zhuge, H., 1 Jan 2020, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 4046-4056 11 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in Book/Published conference outputConference publication

  • Automated provenance graphs for models@run.time

    Reynolds, O., García-Domínguez, A. & Bencomo, N., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 344-353 10 p. 53. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings).

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  • Coevolutionary learning of neuromodulated controllers for multi-stage and gamified tasks

    Barnes, C. M., Ekart, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Torresen, J., 15 Sept 2020, Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020. El-Araby, E., Tomforde, S., Wood, T., Kumar, P., Raibulet, C., Petri, I., Valentini, G., Nelson, P. & Porter, B. (eds.). IEEE, p. 129-138 10 p. 9196458. (Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020).

    Research output: Chapter in Book/Published conference outputConference publication

  • CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation

    Barros Arantes, R., Vogiatzis, G. & Faria, D. R., 7 Dec 2020, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B. C., Zhao, J., Kalkofen, D. & Baciu, G. (eds.). Springer, Vol. 12509. p. 170-181 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12509 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

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  • DataMirror: reflecting on one's data self: a tool for social media users to explore their digital footprint

    Htait, A., Azzopardi, L., Nicol, E. & Moncur, W., 25 Jul 2020, SIGIR '20 - The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 2125-2128 4 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • Early risk detection of self-harm and depression severity using BERT-based transformers: iLab at CLEF eRisk 2020

    Martínez-Castaño, R., Htait, A., Azzopardi, L. & Moshfeghi, Y., 25 Sept 2020, Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum. CEUR-WS.org, Vol. 2696. 16 p. 50. (CEUR Workshop Proceedings; vol. 2696).

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  • From Simulation to Reality: CNN Transfer Learning for Scene Classification

    Bird, J. J., Faria, D. R., Ekart, A. & Ayrosa, P. P. S., 18 Sept 2020, 2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings. Sgurev, V., Jotsov, V., Kruse, R. & Hadjiski, M. (eds.). IEEE, p. 619-625 7 p. 9199968. (2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings).

    Research output: Chapter in Book/Published conference outputConference publication

  • Genetic Programming with Transfer Learning for Urban Traffic Modelling and Prediction

    Ekárt, A., Patelli, A., Lush, V. & Ilie-Zudor, E., 3 Sept 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185880

    Research output: Chapter in Book/Published conference outputConference publication

  • Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning

    Kuang, Y., Weinberg, A. I., Vogiatzis, G. & Faria, D. R., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 432-437 6 p. 9223473. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

    Research output: Chapter in Book/Published conference outputConference publication

  • How to Successfully Run a Digital Apprenticeship: The Programming Boot Camp Case Study

    Patelli, A., Beaumont, T. & James, G., 10 Jan 2020, Proceedings - 4th Conference on Computing Education Practice, CEP 2020. ACM, p. 1-4 3. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Published conference outputConference publication

  • Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed

    Garg, D., Chli, M. & Vogiatzis, G., 24 Dec 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. IEEE, 9294375. (2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Multi-camera Torso Pose Estimation using Graph Neural Networks

    Rodriguez-Criado, D., Bachiller, P., Bustos, P., Vogiatzis, G. & Manso, L. J., 14 Oct 2020, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. IEEE, p. 827-832 6 p. 9223542. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

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  • Temporal Models for History-Aware Explainability

    Parra-Ullauri, J. M., García-Domínguez, A., García-Paucar, L. H. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 155–164 10 p.

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  • Towards an assessment grid for intelligent modeling assistance

    Mussbacher, G., Combemale, B., Abrahão, S., Bencomo, N., Burgueño, L., Engels, G., Kienzle, J., Kühn, T., Mosser, S., Sahraoui, H. & Weyssow, M., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings. ACM, p. 1-10 10 p. 48. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2020 - Companion Proceedings).

    Research output: Chapter in Book/Published conference outputConference publication

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  • Towards automated provenance collection for runtime models to record system history

    Reynolds, O., García-Domínguez, A. & Bencomo, N., 19 Oct 2020, Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020. ACM, p. 12-22 11 p. (Proceedings of the 12th System Analysis and Modelling Conference, SAM 2020).

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  • To What Extent Can Text Classification Help with Making Inferences About Students’ Understanding

    Beaumont, A. J. & Al-Shaghdari, T., 3 Jan 2020, Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Proceedings. Nicosia, G., Pardalos, P., Umeton, R., Giuffrida, G. & Sciacca, V. (eds.). Springer, p. 372-383 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11943 LNCS).

    Research output: Chapter in Book/Published conference outputConference publication

  • Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search

    Htait, A., Fournier, S., Bellot, P., Azzopardi, L. & Pasi, G., 14 Sept 2020, ICTIR '20 - Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval. p. 29-32

    Research output: Chapter in Book/Published conference outputConference publication

  • 2019

    Accent classification in human speech biometrics for native and non-native english speakers

    Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 5 Jun 2019, Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2019. ACM, p. 554-560 7 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • A Deep Learning Approach to Automatic Caption Generation for News Images

    Batra, V., He, Y. & Vogiatzis, G., 1 Jan 2019, The 11th International Conference on Language Resources and Evaluation (LREC).

    Research output: Chapter in Book/Published conference outputConference publication

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  • A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization

    Garg, D., Chli, M. & Vogiatzis, G., 28 Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 4222-4229 8 p. 8917361

    Research output: Chapter in Book/Published conference outputConference publication

  • An Architectural Framework for Quality-Driven Adaptive Continuous Experimentation

    Jimenez, M., Rivera, L. F., Villegas, N. M., Tamura, G., Muller, H. A. & Bencomo, N., 29 Aug 2019, (E-pub ahead of print) Proceedings - 2019 IEEE/ACM Joint 4th International Workshop on Rapid Continuous Software Engineering and 1st International Workshop on Data-Driven Decisions, Experimentation and Evolution, RCoSE/DDrEE 2019. IEEE, p. 20-23 4 p. 8818213

    Research output: Chapter in Book/Published conference outputConference publication

  • ARRoW: Automatic Runtime Reappraisal of Weights for Self-Adaptation

    Bencomo, N., Garcia Paucar, L. H. & Yuen, K. K. F., 8 Apr 2019, The 12th Edition of the Requirements Engineering Track (RE-Track'19) is part of the 34rd ACM Symposium on Applied Computing. SAC 2019. ACM, p. 1584-1591 8 p.

    Research output: Chapter in Book/Published conference outputConference publication

  • A Study on Mental State Classification using EEG-based Brain-Machine Interface

    Bird, J., Manso, L. J., Ribeiro, E. P., Ekárt, A. & Faria, D., 8 May 2019, 9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings. Martins, J., Jotsov, V., Bierwolf, R., Mendonca, J. P., Jardim-Goncalves, R. & Marques, M. (eds.). IEEE, p. 795-800 6 p. 8710576. (2018 International Conference on Intelligent Systems (IS)).

    Research output: Chapter in Book/Published conference outputConference publication

  • Augmented Reality for Accessible Digital Mental Healthcare

    Lush, V., Buckingham, C., Wileman, S., Edwards, S. & Bernardet, U., 21 Oct 2019, Proceedings of the 2019 5th Experiment at International Conference, exp.at 2019. Cardoso, A. & Restivo, M. T. (eds.). IEEE, p. 274-275 2 p. 8876554

    Research output: Chapter in Book/Published conference outputConference publication

  • CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed

    Barnes, C. M., Bellman, K., Botev, J., Diaconescu, A., Esterle, L., Gruhl, C., Landauer, C., Lewis, P. R., Nelson, P. R., Stein, A., Stewart, C. & Tomforde, S., 8 Aug 2019, Proceedings - 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019. IEEE, p. 52-55 4 p. 8791947

    Research output: Chapter in Book/Published conference outputConference publication

  • Disobedience as a mechanism of change

    Burth Kurka, D., Pitt, J., Lewis, P. R., Patelli, A. & Ekart, A., 15 Jan 2019, Proceedings - 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2018. IEEE, Vol. 2018-September. p. 1-10 10 p. 8613714. ( 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).

    Research output: Chapter in Book/Published conference outputConference publication

  • Domain adaptation for reinforcement learning on the Atari

    Carr, T., Chli, M. & Vogiatzis, G., 8 May 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. ACM, p. 1859-1861 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 4).

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