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ORCIDAnthony D. McDonald
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2020 – today
- 2024
[j12]Johan Engström, Ran Wei, Anthony D. McDonald
, Alfredo García, Matthew O'Kelly, Leif Johnson:
Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference. Frontiers Neurorobotics 18 (2024)- [j11]Ran Wei, Nathan Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra:
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j10]Hananeh Alambeigi, Anthony D. McDonald:
A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance. Hum. Factors 65(2): 288-305 (2023) - [j9]Anthony D. McDonald, Nilesh Ade, S. Camille Peres:
Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design. Hum. Factors 65(5): 701-717 (2023) - [j8]Rohith Karthikeyan, Anthony D. McDonald, Ranjana K. Mehta:
Stress Detection During Motor Activity: Comparing Neurophysiological Indices in Older Adults. IEEE Trans. Affect. Comput. 14(3): 2224-2237 (2023) - [c2]Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong:
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRL 2023: 2304-2322 - [i7]Ran Wei, Anthony D. McDonald, Alfredo García, Gustav Markkula, Johan Engström, Matthew O'Kelly:
An active inference model of car following: Advantages and applications. CoRR abs/2303.15201 (2023) - [i6]Ran Wei, Siliang Zeng, Chenliang Li, Alfredo García, Anthony D. McDonald, Mingyi Hong:
A Bayesian Approach to Robust Inverse Reinforcement Learning. CoRR abs/2309.08571 (2023) - [i5]Moein Razavi, Anthony D. McDonald, Ranjana K. Mehta, Farzan Sasangohar:
Evaluating Mental Stress Among College Students Using Heart Rate and Hand Acceleration Data Collected from Wearable Sensors. CoRR abs/2309.11097 (2023) - [i4]Ran Wei, Nathan O. Lambert, Anthony D. McDonald, Alfredo García, Roberto Calandra:
A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning. CoRR abs/2310.06253 (2023) - [i3]Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson:
Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference. CoRR abs/2311.06417 (2023) - 2022
- [j7]Mahnoosh Sadeghi, Farzan Sasangohar, Anthony D. McDonald, Sudeep Hegde:
Understanding Heart Rate Reactions to Post-Traumatic Stress Disorder (PTSD) Among Veterans: A Naturalistic Study. Hum. Factors 64(1): 173-187 (2022) - [j6]Ran Wei, Anthony D. McDonald, Alfredo García, Hananeh Alambeigi:
Modeling Driver Responses to Automation Failures With Active Inference. IEEE Trans. Intell. Transp. Syst. 23(10): 18064-18075 (2022) - [c1]Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Isaac Supeene, Matthew O'Kelly:
World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior. IWAI 2022: 130-142 - 2021
- [i2]Mahnoosh Sadeghi, Anthony D. McDonald, Farzan Sasangohar:
Posttraumatic Stress Disorder Hyperarousal Event Detection Using Smartwatch Physiological and Activity Data. CoRR abs/2109.14743 (2021) - [i1]Mahnoosh Sadeghi, Farzan Sasangohar, Anthony D. McDonald:
Investigating the Perceived Precision and validity of a Field-Deployable Machine Learning-based Tool to Detect Post-Traumatic Stress Disorder (PTSD) Hyperarousal Events. CoRR abs/2110.13211 (2021) - 2020
- [j5]Anthony D. McDonald, Thomas K. Ferris, Tyler A. Wiener:
Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures. Hum. Factors 62(6) (2020)
2010 – 2019
- 2019
- [j4]Anthony D. McDonald, Hananeh Alambeigi, Johan Engström, Gustav Markkula, Tobias Vogelpohl, Jarrett Dunne, Norbert Yuma:
Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures. Hum. Factors 61(4) (2019) - 2017
- [j3]Anthony D. McDonald, John D. Lee, Nazan Aksan, Jeffrey D. Dawson, Jon Tippin, Matthew Rizzo:
Using kinematic driving data to detect sleep apnea treatment adherence. J. Intell. Transp. Syst. 21(5): 422-434 (2017) - 2014
- [j2]Anthony D. McDonald, John D. Lee, Chris Schwarz, Timothy L. Brown:
Steering in a Random Forest: Ensemble Learning for Detecting Drowsiness-Related Lane Departures. Hum. Factors 56(5): 986-998 (2014) - [j1]Mahtab Ghazizadeh, Anthony D. McDonald, John D. Lee:
Text Mining to Decipher Free-Response Consumer Complaints: Insights From the NHTSA Vehicle Owner's Complaint Database. Hum. Factors 56(6): 1189-1203 (2014)
Coauthor Index
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