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Brent Harrison, Ph.D.

    Calculated based on number of publications stored in Pure and citations from Scopus
    20112024

    Research activity per year

    Search results

    • 2024

      Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior

      Nahian, M. S. A., Frazier, S., Riedl, M. & Harrison, B., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-11 11 p.

      Research output: Contribution to journalArticlepeer-review

      Open Access
    • 2023

      Detecting Player Preference Shifts in an Experience Managed Environment

      Vinogradov, A. & Harrison, B., 2023, Interactive Storytelling - 16th International Conference on Interactive Digital Storytelling, ICIDS 2023, Proceedings. Holloway-Attaway, L. & Murray, J. T. (eds.). p. 517-531 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14383 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • Enhancing Character Depth through Personality Exceptions for Narrative Planners

      Rubin-McGregor, E., Harrison, B. & Siler, C., Oct 6 2023, Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE. Eger, M. & Cardona-Rivera, R. E. (eds.). 1 ed. p. 136-144 9 p. (Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE; vol. 19, no. 1).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • Fast approximate bi-objective Pareto sets with quality bounds

      Bailey, W., Goldsmith, J., Harrison, B. & Xu, S., Jun 2023, In: Autonomous Agents and Multi-Agent Systems. 37, 1, 5.

      Research output: Contribution to journalArticlepeer-review

      1 Scopus citations
    • 2022

      Learning a Scalable Algorithm for Improving Betweenness in the Lightning Network

      Davis, V. & Harrison, B., 2022, 2022 4th International Conference on Blockchain Computing and Applications, BCCA 2022. Alsmirat, M., Aloqaily, M., Jararweh, Y. & Alsmadi, I. (eds.). p. 119-126 8 p. (2022 4th International Conference on Blockchain Computing and Applications, BCCA 2022).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      3 Scopus citations
    • Modelling Cournot Games as Multi-agent Multi-armed Bandits

      Taywade, K., Harrison, B., Bagh, A. & Goldsmith, J., 2022, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 35

      Research output: Contribution to journalConference articlepeer-review

      Open Access
    • Using Multi-Armed Bandits to Dynamically Update Player Models in an Experience Managed Environment

      Vinogradov, A. & Harrison, B., Oct 11 2022, In: Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE. 18, 1, p. 207-214 8 p.

      Research output: Contribution to journalConference articlepeer-review

      Open Access
      2 Scopus citations
    • 2021

      3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model

      Li, C. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

      Research output: Contribution to journalConference articlepeer-review

      Open Access
      2 Scopus citations
    • Bias Adaptive Statistical Inference Learning Agents for Learning from Human Feedback

      Watson, J. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

      Research output: Contribution to journalConference articlepeer-review

      Open Access
    • Error Causal inference for Multi-Fusion models

      Li, C. & Harrison, B., 2021, 2nd Workshop on Advances in Language and Vision Research, ALVR 2021 - Proceedings. Wang, X., Hu, R., Hudson, D., Fu, T-J., Rohrbach, M. & Fried, D. (eds.). p. 11-15 5 p. (2nd Workshop on Advances in Language and Vision Research, ALVR 2021 - Proceedings).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • Influencing Reinforcement Learning through Natural Language Guidance

      Tasrin, T., Al Nahian, M. S., Perera, H. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

      Research output: Contribution to journalConference articlepeer-review

      Open Access
    • Machine learning reveals sequence-function relationships in family 7 glycoside hydrolases

      Gado, J. E., Harrison, B. E., Sandgren, M., Ståhlberg, J., Beckham, G. T. & Payne, C. M., Aug 1 2021, In: Journal of Biological Chemistry. 297, 2, 100931.

      Research output: Contribution to journalArticlepeer-review

      Open Access
      14 Scopus citations
    • Mistake Captioning: A Machine Learning Approach For Detecting Mistakes and Generating Instructive Feedback

      Vinogradov, A., Byrd, A. M. & Harrison, B., 2021, International Conference Recent Advances in Natural Language Processing, RANLP 2021: Deep Learning for Natural Language Processing Methods and Applications - Proceedings. Angelova, G., Kunilovskaya, M., Mitkov, R. & Nikolova-Koleva, I. (eds.). p. 1455-1462 8 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
    • Multi-agent Reinforcement Learning for Decentralized Stable Matching

      Taywade, K., Goldsmith, J. & Harrison, B., 2021, Algorithmic Decision Theory - 7th International Conference, ADT 2021, Proceedings. Fotakis, D. & Ríos Insua, D. (eds.). p. 375-389 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13023 LNAI).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      1 Scopus citations
    • Visual Question Answering Using Semantic Information from Image Descriptions

      Tasrin, T., Al Nahian, M. S. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

      Research output: Contribution to journalConference articlepeer-review

      Open Access
    • 2020

      Decentralized marriage models

      Taywade, K., Goldsmith, J. & Harrison, B., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020. Bell, E. & Bartak, R. (eds.). p. 213-216 4 p. (Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      2 Scopus citations
    • Discovering hierarchy for reinforcement learning using data mining

      Mobley, D., Harrison, B. & Goldsmith, J., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020. Bell, E. & Bartak, R. (eds.). p. 392-395 4 p. (Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • Interactive summarization for data filtering and triage

      Robertson, J., Harrison, B. & Jhala, A., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020. Bell, E. & Bartak, R. (eds.). p. 252-257 6 p. (Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      2 Scopus citations
    • Learning norms from stories: A prior for value aligned agents

      Al Nahian, M. S., Frazier, S., Riedl, M. & Harrison, B., Feb 7 2020, AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. p. 124-130 7 p. (AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      14 Scopus citations
    • Smart Advertisement for Maximal Clicks in Online Social Networks without User Data

      Hudson, N., Khamfroush, H., Harrison, B. & Craig, A., Sep 2020, Proceedings - 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020. p. 172-179 8 p. 9239651. (Proceedings - 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      2 Scopus citations
    • 2019

      A hierarchical approach for visual storytelling using image description

      Nahian, M. S. A., Tasrin, T., Gandhi, S., Gaines, R. & Harrison, B., 2019, Interactive Storytelling - 12th International Conference on Interactive Digital Storytelling, ICIDS 2019, Proceedings. Cardona-Rivera, R. E., Young, R. M. & Sullivan, A. (eds.). p. 304-317 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11869 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      10 Scopus citations
    • Automated rationale generation: A technique for explainable AI and its effects on human perceptions

      Ehsan, U., Tambwekar, P., Chan, L., Harrison, B. & Riedl, M. O., 2019, p. 263-274. 12 p.

      Research output: Contribution to conferencePaperpeer-review

      Open Access
      130 Scopus citations
    • Controllable neural story plot generation via reward shaping

      Tambwekar, P., Dhuliawala, M., Martin, L. J., Mehta, A., Harrison, B. & Riedl, M. O., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). p. 5982-5988 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      54 Scopus citations
    • Decentralized Multiagent Approach for Hedonic Games

      Taywade, K., Goldsmith, J. & Harrison, B., 2019, Multi-Agent Systems - 16th European Conference, EUMAS 2018, Revised Selected Papers. Slavkovik, M. (ed.). p. 220-232 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11450 LNAI).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      1 Scopus citations
    • End-to-end let's play commentary generation using multi-modal video representations

      Li, C., Gandhi, S. & Harrison, B., Aug 26 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). 76. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      3 Scopus citations
    • Enter the matrix: Safely interruptible autonomous systems via virtualization

      Riedl, M. O. & Harrison, B., 2019, In: CEUR Workshop Proceedings. 2301

      Research output: Contribution to journalConference articlepeer-review

    • Guided open story generation using probabilistic graphical models

      Gandhi, S. & Harrison, B., Aug 26 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). 79. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • 2018

      Event representations for automated story generation with deep neural nets

      Martin, L. J., Ammanabrolu, P., Wang, X., Hancock, W., Singh, S., Harrison, B. & Riedl, M. O., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. p. 868-875 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      117 Scopus citations
    • Guiding reinforcement learning exploration using natural language

      Harrison, B., Ehsan, U. & Riedl, M. O., 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. p. 1956-1958 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      8 Scopus citations
    • Learning to generate natural language rationales for game playing agents

      Ehsan, U., Tambwekar, P., Chan, L., Harrison, B. & Riedl, M. O., 2018, In: CEUR Workshop Proceedings. 2282

      Research output: Contribution to journalConference articlepeer-review

      3 Scopus citations
    • Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations

      Ehsan, U., Harrison, B., Chan, L. & Riedl, M. O., Dec 27 2018, AIES 2018 - Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society. p. 81-87 7 p. (AIES 2018 - Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      78 Scopus citations
    • 2017

      Learning From Explanations Using Sentiment and Advice in RL

      Krening, S., Harrison, B., Feigh, K. M., Isbell, C. L., Riedl, M. & Thomaz, A., Mar 2017, In: IEEE Transactions on Cognitive and Developmental Systems. 9, 1, p. 44-55 12 p., 7742965.

      Research output: Contribution to journalArticlepeer-review

      49 Scopus citations
    • Toward Automated Story Generation with Markov Chain Monte Carlo Methods and Deep Neural Networks

      Harrison, B., Purdy, C. & Riedl, M. O., 2017, p. 191-197. 7 p.

      Research output: Contribution to conferencePaperpeer-review

      14 Scopus citations
    • 2016

      Improvisational computational storytelling in open worlds

      Martin, L. J., Harrison, B. & Riedl, M. O., 2016, Interactive Storytelling - 9th International Conference on Interactive Digital Storytelling, ICIDS 2016. Gordon, A. S. & Nack, F. (eds.). p. 73-84 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10045 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      21 Scopus citations
    • Learning From Stories: Using Crowdsourced Narratives to Train Virtual Agents

      Harrison, B. & Riedl, M. O., Oct 8 2016, Proceedings of the 12th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2016. Sturtevant, N. & Magerko, B. (eds.). p. 183-189 7 p. (Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      7 Scopus citations
    • Object-focused advice in reinforcement learning

      Krening, S., Harrison, B., Feigh, K. M., Isbell, C. & Thomaz, A., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. p. 1447-1448 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      4 Scopus citations
    • Policy shaping in domains with multiple optimal policies

      Sahni, H., Harrison, B., Subramanian, K., Cederborg, T., Isbell, C. & Thomaz, A., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. p. 1455-1456 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      4 Scopus citations
    • Towards learning from stories: An approach to interactive machine learning

      Harrison, B. & Riedl, M. O., 2016, WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. p. 746-750 5 p. (AAAI Workshop - Technical Report; vol. WS-16-01 - WS-16-15).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      4 Scopus citations
    • Using stories to teach human values to artificial agents

      Riedl, M. O. & Harrison, B., 2016, WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. p. 105-112 8 p. (AAAI Workshop - Technical Report; vol. WS-16-01 - WS-16-15).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      46 Scopus citations
    • 2015

      An Analytic and Psychometric Evaluation of Dynamic Game Adaption for Increasing Session-Level Retention in Casual Games

      Harrison, B. & Roberts, D. L., Sep 1 2015, In: IEEE Transactions on Computational Intelligence and AI in Games. 7, 3, p. 207-219 13 p., 7055252.

      Research output: Contribution to journalArticlepeer-review

      6 Scopus citations
    • A Survey and Analysis of Techniques for Player Behavior Prediction in Massively Multiplayer Online Role-Playing Games

      Harrison, B., Ware, S. G., Fendt, M. W. & Roberts, D. L., Jun 1 2015, In: IEEE Transactions on Emerging Topics in Computing. 3, 2, p. 260-274 15 p.

      Research output: Contribution to journalArticlepeer-review

      Open Access
      12 Scopus citations
    • 2014

      A computational model of plan-based narrative conflict at the fabula level

      Ware, S. G., Young, R. M., Harrison, B. & Roberts, D. L., Sep 1 2014, In: IEEE Transactions on Computational Intelligence and AI in Games. 6, 3, p. 271-288 18 p., 6623111.

      Research output: Contribution to journalArticlepeer-review

      48 Scopus citations
    • Analytics-driven dynamic game adaption for player retention in a 2-dimensional adventure game

      Harrison, B. & Roberts, D. L., 2014, Proceedings of the 10th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2014. p. 23-29 7 p. (Proceedings of the 10th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2014).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      14 Scopus citations
    • Exploring key-level analytics for computational modeling of typing behavior

      Chakraborty, A., Harrison, B., Yang, P., Roberts, D. & Amant, R. S., 2014, Proceedings of the 2014 Symposium and Bootcamp on the Science of Security, HotSoS 2014. 34. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      2 Scopus citations
    • Foreseeing meaningful choices

      Cardona-Rivera, R. E., Robertson, J., Ware, S. G., Harrison, B., Roberts, D. L. & Young, R. M., 2014, Proceedings of the 10th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2014. p. 9-15 7 p. (Proceedings of the 10th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2014).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      21 Scopus citations
    • 2013

      Analytics-driven dynamic game adaption for player retention in Scrabble

      Harrison, B. & Roberts, D. L., 2013, 2013 IEEE Conference on Computational Intelligence in Games, CIG 2013. 6633632. (IEEE Conference on Computatonal Intelligence and Games, CIG).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      15 Scopus citations
    • Cluster Analysis

      Padmanabhan, K., Harrison, B., Wilson, K., Warren, M. L., Bright, K., Mosiman, J., Kancherla, J., Phung, H., Miller, B. & Shamseldin, S., Jan 1 2013, Practical Graph Mining with R. p. 205-238 34 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

    • Creating model-based adaptive environments using game-specific and game-independent analytics

      Harrison, B., 2013, Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013. p. 1666-1667 2 p. (Proceedings of the 27th AAAI Conference on Artificial Intelligence, AAAI 2013).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    • Frequent Subgraph Mining

      Harrison, B. E., Smith, J. C., Ware, S. G., Chen, H. W., Chen, W. & Khatri, A., Jan 1 2013, Practical Graph Mining with R. p. 167-204 38 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

      1 Scopus citations
    • 2012

      Achieving the illusion of agency

      Fendt, M. W., Harrison, B., Ware, S. G., Cardona-Rivera, R. E. & Roberts, D. L., 2012, Interactive Storytelling - 5th International Conference, ICIDS 2012, Proceedings. p. 114-125 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7648 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      35 Scopus citations
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