Visualizing and understanding atari agents S Greydanus, A Koul, J Dodge, A Fern International conference on machine learning, 1792-1801, 2018 | 410 | 2018 |
Explaining models: an empirical study of how explanations impact fairness judgment J Dodge, QV Liao, Y Zhang, RKE Bellamy, C Dugan Proceedings of the 24th international conference on intelligent user …, 2019 | 394 | 2019 |
Studying always-on electricity feedback in the home Y Riche, J Dodge, RA Metoyer Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2010 | 102 | 2010 |
Explaining reinforcement learning to mere mortals: An empirical study A Anderson, J Dodge, A Sadarangani, Z Juozapaitis, E Newman, J Irvine, ... arXiv preprint arXiv:1903.09708, 2019 | 74 | 2019 |
Mental models of mere mortals with explanations of reinforcement learning A Anderson, J Dodge, A Sadarangani, Z Juozapaitis, E Newman, J Irvine, ... ACM Transactions on Interactive Intelligent Systems (TiiS) 10 (2), 1-37, 2020 | 57 | 2020 |
Toward foraging for understanding of StarCraft agents: An empirical study S Penney, J Dodge, C Hilderbrand, A Anderson, L Simpson, M Burnett Proceedings of the 23rd International Conference on Intelligent User …, 2018 | 45 | 2018 |
How the experts do it: Assessing and explaining agent behaviors in real-time strategy games J Dodge, S Penney, C Hilderbrand, A Anderson, M Burnett Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018 | 39 | 2018 |
Explaining how to play real-time strategy games R Metoyer, S Stumpf, C Neumann, J Dodge, J Cao, A Schnabel Research and Development in Intelligent Systems XXVI: Incorporating …, 2010 | 34 | 2010 |
After-action review for AI (AAR/AI) J Dodge, R Khanna, J Irvine, KH Lam, T Mai, Z Lin, N Kiddle, E Newman, ... ACM Transactions on Interactive Intelligent Systems (TiiS) 11 (3-4), 1-35, 2021 | 27 | 2021 |
Finding AI’s faults with AAR/AI: An empirical study R Khanna, J Dodge, A Anderson, R Dikkala, J Irvine, Z Shureih, K Lam, ... ACM Transactions on Interactive Intelligent Systems (TiiS) 12 (1), 1-33, 2022 | 19 | 2022 |
Keeping it" organized and logical" after-action review for AI (AAR/AI) T Mai, R Khanna, J Dodge, J Irvine, KH Lam, Z Lin, N Kiddle, E Newman, ... Proceedings of the 25th International Conference on Intelligent User …, 2020 | 19 | 2020 |
What Should Be in an XAI Explanation? What IFT Reveals. J Dodge, S Penney, A Anderson, MM Burnett IUI Workshops, 1-4, 2018 | 18 | 2018 |
How do people rank multiple mutant agents? J Dodge, AA Anderson, M Olson, R Dikkala, M Burnett Proceedings of the 27th International Conference on Intelligent User …, 2022 | 10 | 2022 |
Marine bacterioplankton consortia follow deterministic, non-neutral community assembly rules KL Vergin, N Jhirad, J Dodge, CA Carlson, SJ Giovannoni Aquatic Microbial Ecology 79 (2), 165-175, 2017 | 10 | 2017 |
From “no clear winner” to an effective Explainable Artificial Intelligence process: An empirical journey J Dodge, A Anderson, R Khanna, J Irvine, R Dikkala, KH Lam, ... Applied AI Letters 2 (4), e36, 2021 | 9 | 2021 |
Identifying reasoning flaws in planning-based rl using tree explanations KH Lam, Z Lin, J Irvine, J Dodge, ZT Shureih, R Khanna, M Kahng, A Fern arXiv preprint arXiv:2109.13978, 2021 | 8 | 2021 |
The shoutcasters, the game enthusiasts, and the AI: Foraging for explanations of real-time strategy players S Penney, J Dodge, A Anderson, C Hilderbrand, L Simpson, M Burnett ACM Transactions on Interactive Intelligent Systems (TiiS) 11 (1), 1-46, 2021 | 8 | 2021 |
Position: We Can Measure XAI Explanations Better with Templates. J Dodge, M Burnett ExSS-ATEC@ IUI, 1-13, 2020 | 8 | 2020 |
Position: The Case Against Case-Based Explanation. J Dodge IUI Workshops, 175-180, 2022 | 5 | 2022 |
Grid-enabling a vibroacoustic analysis application B Bentow, J Dodge, A Homer, CD Moore, RM Keller, M Presley, R Davis, ... The 6th IEEE/ACM International Workshop on Grid Computing, 2005., 7 pp., 2005 | 5 | 2005 |