Deep reinforcement learning for event-driven multi-agent decision processes K Menda, YC Chen, J Grana, JW Bono, BD Tracey, MJ Kochenderfer, ... IEEE Transactions on Intelligent Transportation Systems 20 (4), 1259-1268, 2018 | 67 | 2018 |
The Department of Defense posture for artificial intelligence: Assessment and recommendations D Gehlhaus, DC Tarraf, BN Harris, J Grana, SJ Newberry, K Warren, ... RAND Corporation, 2019 | 42 | 2019 |
A likelihood ratio anomaly detector for identifying within-perimeter computer network attacks J Grana, D Wolpert, J Neil, D Xie, T Bhattacharya, R Bent Journal of Network and Computer Applications 66, 166-179, 2016 | 18 | 2016 |
Cyber deterrence or: How we learned to stop worrying and love the signal JW Welburn, J Grana, K Schwindt RAND, 2019 | 11 | 2019 |
Systemic Risk in the Broad Economy: Interfirm Networks and Shocks in the US Economy F Eloundou Nekoul, K Marcinek, CM Setodji, A Strong, N Koirala, ... RAND Corporation, 2020 | 10 | 2020 |
Findings on mosaic warfare from a colonel blotto game J Grana, J Lamb, NA O'Donoughue RAND Corporation, 2021 | 9 | 2021 |
Policy-focused agent-based modeling using RL behavioral models OA Osoba, R Vardavas, J Grana, R Zutshi, A Jaycocks arXiv preprint arXiv:2006.05048, 2020 | 9 | 2020 |
The Department of Defense Posture for Artificial Intelligence DC Tarraf, W Shelton, E Parker, B Alkire, DG Carew, J Grana, A Levedahl, ... Assessment and Recommendations, RAND Corporation. Available online: https …, 2019 | 9 | 2019 |
Cyber deterrence with imperfect attribution and unverifiable signaling J Welburn, J Grana, K Schwindt European Journal of Operational Research 306 (3), 1399-1416, 2023 | 8 | 2023 |
Adaptive Engagement for Undergoverned Spaces: Concepts, Challenges, and Prospects for New Approaches AB Frank, EJ Bienenstock, K Klima, J Grana, AR Grissom, RL Axtell, ... Rand Corporation, 2022 | 8 | 2022 |
Benchmarking Data Use and Analytics in Large, Complex Private-Sector Organizations: Implications for Department of Defense Acquisition JA Drezner, J Grana, M McKernan, J Schmid, M Ashby RAND Corporation, 2020 | 7 | 2020 |
Modeling agent behaviors for policy analysis via reinforcement learning OA Osoba, R Vardavas, J Grana, R Zutshi, A Jaycocks 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 5 | 2020 |
Perturbing Inputs to Prevent Model Stealing J Grana IEEE Conference on Communications and Network Security (CNS), 2020 | 4 | 2020 |
Systemic risk: It's not just in the financial sector F Eloundou Nekoul, K Marcinek, CM Setodji, A Strong, N Koirala, ... RAND Corporation, 2020 | 4 | 2020 |
Optimal lost-link policies for unmanned aircraft Y Kim, MJ Kochenderfer, J Grana, J Bono, D Wolpert 2015 IEEE/AIAA 34th Digital Avionics Systems Conference (DASC), 5C1-1-5C1-13, 2015 | 4 | 2015 |
Decision-theoretic prediction and policy design of gdp slot auctions JW Bono, D Wolpert, D Xie, J Grana 14th AIAA Aviation Technology, Integration, and Operations Conference, 2163, 2014 | 4 | 2014 |
Local model explanations and uncertainty without model access S Ahn, J Grana, Y Tamene, K Holsheimer arXiv preprint arXiv:2301.05761, 2023 | 3 | 2023 |
Difficulties in Analyzing Strategic Interaction: Quantifying Complexity J Grana Adaptive Engagement for Undergoverned Spaces, 507, 2022 | 3 | 2022 |
Modeling social organizations as communication networks D Wolpert, J Grana, B Tracey, T Kohler, A Kolchinsky arXiv preprint arXiv:1702.04449, 2017 | 3 | 2017 |
HMMs for Optimal Detection of Cybernet Attacks J Grana, D Wolpert, J Neil, D Xie, T Bhattacharya, R Bent Technical Report SFI-2014-06-022, Santa Fe Institute, 2014 | 3 | 2014 |