Representations of Dialogue State for Domain and Task Independent Meta-Dialogue. - David R. Traum; Carl F. Andersen; Waiyian Chong; Darsana P. Josyula; Yoshi Okamoto; Khemdut Purang; Michael O'Donovan-Anderson; Donald Perlis (Electron. Trans. Artif. Intell., 1999)

Towards domain-independent, task-oriented, conversational adequacy. - Darsana P. Josyula; Michael L. Anderson; Donald Perlis (IJCAI, 2003)

Domain-Independent Reason-Enhanced Controller for Task-ORiented Systems - DIRECTOR. - Darsana P. Josyula; Michael L. Anderson; Donald Perlis (AAAI, 2004)

Metacognition for dropping and reconsidering intentions. - Darsana P. Josyula; Michael L. Anderson; Donald Perlis (AAAI Spring Symposium: Metacognition in Computation, 2005)

A Unified Theory Of Acting And Agency For A Universal Interfacing Agent. - Darsana P. Josyula (2005)

Toward Domain-Neutral Human-Level Metacognition. - Michael L. Anderson; Matthew D. Schmill; Tim Oates 001; Donald Perlis; Darsana P. Josyula; Dean Wright; Shomir Wilson (AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning, 2007)

A Self-Help Guide For Autonomous Systems. - Michael L. Anderson; Scott Fults; Darsana P. Josyula; Tim Oates 001; Donald Perlis; Shomir Wilson; Dean Wright (AI Mag., 2008)

Modeling Emotions for Choosing between Deliberation and Action. - Darsana P. Josyula; Franklin C. Hughes; Harish Vadali; Bette J. Donahue (NaBIC, 2009)

Modeling Metacognition for Learning in Artificial Systems. - Darsana P. Josyula; Harish Vadali; Bette J. Donahue; Franklin C. Hughes (NaBIC, 2009)

Metacognition for Detecting and Resolving Conflicts in Operational Policies. - Darsana P. Josyula; Bette J. Donahue; Matthew McCaslin; Michelle Snowden; Michael L. Anderson; Tim Oates 001; Matthew D. Schmill; Donald Perlis (Metacognition for Robust Social Systems, 2010)

The Metacognitive Loop: An Architecture for Building Robust Intelligent Systems. - Hamid Haidarian Shahri; Wikum Dinalankara; Scott Fults; Shomir Wilson; Donald Perlis; Matt Schmill; Tim Oates 001; Darsana P. Josyula; Michael L. Anderson (AAAI Fall Symposium: Commonsense Knowledge, 2010)

Metacognition for Self-Regulated Learning in a Dynamic Environment. - Darsana P. Josyula; Franklin C. Hughes; Harish Vadali; Bette J. Donahue; Fassil Molla; Michelle Snowden; Jalissa Miles; Ahmed Kamara; Chinomnso Maduka (SASO Workshops, 2010)

Reports of the AAAI 2010 Conference Workshops. - David W. Aha; Mark S. Boddy; Vadim Bulitko; Artur S. d'Avila Garcez; Prashant Doshi; Stefan Edelkamp; Christopher W. Geib; Piotr J. Gmytrasiewicz; Robert P. Goldman; Pascal Hitzler; Charles L. Isbell Jr.; Darsana P. Josyula; et al. (AI Mag., 2010)

The Metacognitive Loop and Reasoning about Anomalies. - Matthew D. Schmill; Michael L. Anderson; Scott Fults; Darsana P. Josyula; Tim Oates 001; Don Perlis; Hamid Haidarian Shahri; Shomir Wilson; Dean Wright (Metareasoning, 2011)

Integrating Metacognition into Artificial Agents. - Kenneth M. M'Balé; Darsana P. Josyula (AAAI Fall Symposia, 2013)

Emulating a Brain System. - Kenneth M. M'Balé; Darsana P. Josyula (AAAI Fall Symposia, 2014)

A Formal Model for Metacognitive Reasoning in Intelligent Systems. - Manuel Fernando Caro Piñeres; Darsana P. Josyula; Jovani A. Jiménez B. (Int. J. Cogn. Informatics Nat. Intell., 2014)

MetaThink: A MOF-based metacognitive modeling tool. - Manuel Fernando Caro Piñeres; Dair A. Diaz; Darsana P. Josyula; Jovani A. Jiménez B. (ICCI*CC, 2016)

Using Automatic Case Generation to Enable Advanced Behaviors in Agents. - Kenneth M. M'Balé; Darsana Josyula (BICA, 2016)

Encoding seasonal patterns using the Kasai algorithm. - Kenneth M. M'Balé; Darsana P. Josyula (Artif. Intell. Res., 2017)

Introduction to the CARINA Metacognitive Architecture. - Manuel Fernando Caro Piñeres; Darsana P. Josyula; Adan A. Gomez; Catriona M. Kennedy (ICCI*CC, 2018)

Live and Learn, Ask and Tell: Agents over Tasks. - Don Perlis; Clifford Bakalian; Justin Brody; Timothy Clausner; Matthew D. Goldberg; Adam Hamlin; Vincent Hsiao; Darsana P. Josyula; Chris Maxey; Seth Rabin; David Sekora; Jared Shamwell; et al. (IWSDS, 2019)

The CARINA Metacognitive Architecture. - Manuel Fernando Caro Piñeres; Darsana P. Josyula; Dalia Patricia Madera; Catriona M. Kennedy; Adan A. Gomez (Int. J. Cogn. Informatics Nat. Intell., 2019)

Adaptive Classifiers: Applied to Radio Waveforms. - Marvin A. Conn; Darsana Josyula (ICAART (2), 2020)

Evaluating Extreme Learning Machine Models in the Presence of Concept Drift in Streaming Data. - Tagrid Alshalali; Darsana Josyula (ICISDM, 2020)

Prediction of Radio Frequency Spectrum Occupancy. - Hubert Kyeremateng-Boateng; Marvin A. Conn; Darsana Josyula; Manohar Mareboyana (TrustCom, 2020)

Anomaly Detection on MIL-STD-1553 Dataset using Machine Learning Algorithms. - Francis Onodueze; Darsana Josyula (TrustCom, 2020)

Using Neural Networks to Control Glut in the Active Logic Machine. - Justin D. Brody; Bobby Austin; Omar Khater; Christopher Maxey; Matthew D. Goldberg; Timothy Clausner; Darsana Josyula; Don Perlis (NeSy, 2021)

Overgenerality from Inference in Perspective-Taking. - Timothy Clausner; Christopher Maxey; Matthew D. Goldberg; Paul Zaidins; Justin Brody; Darsana Josyula; Don Perlis (ToM for Teams, 2021)

Knowledge of Self and Other Within a Broader Commonsense Setting. - Darsana P. Josyula; Matthew D. Goldberg; Anthony Herron; Christopher Maxey; Paul Zaidins; Timothy Clausner; Justin Brody; Don Perlis (ToM for Teams, 2021)

An approach to dealing with incremental concept drift in personalized learning systems. - Bander Allogmany; Darsana Josyula (CogMI, 2022)

Mitigating the Effects of Class Noise Using Two-Level Filtering Learner Algorithm. - Eman Allogmani; Darsana Josyula (IWSSIP, 2022)

An Analysis of the Deliberation and Task Performance of an Active Logic Based Agent (Student Abstract). - Anthony Herron; Darsana P. Josyula (AAAI, 2023)

Weight aggregation methods for federated learning in healthcare - A comparative empirical analysis. - Tariq Alluhaidan; Darsana Josyula (EIT, 2024)

Active Logic-Based Behavior Modification in Physical Robots. - Anthony Herron; Kenneth M. M'Balé; Andre Herron; Oluwabukunmi Jaiyeola; Matthew Akinmolayan; Darsana P. Josyula (AICCONF, 2025)