PolicyBlocks: An Algorithm for Creating Useful Macro-Actions in Reinforcement Learning. - Marc Pickett; Andrew G. Barto (ICML, 2002)

Research Summary. - Marc Pickett (SARA, 2002)

The Cruncher: Automatic Concept Formation Using Minimum Description Length. - Marc Pickett; Tim Oates 001 (SARA, 2005)

The Übercruncher: Concept Formation by Analogy Discovery. - Marc Pickett (AAAI, 2007)

The Marchitecture: A Cognitive Architecture for a Robot Baby. - Marc Pickett; Tim Oates 001 (AAAI, 2007)

Representation Change in the Marchitecture. - Marc Pickett; Don Miner (AAAI Fall Symposium: Computational Approaches to Representation Change during Learning and Development, 2007)

Using Analogy Discovery to Create Abstractions. - Marc Pickett (SARA, 2007)

Essential Phenomena of General Intelligence. - Marc Pickett; Don Miner; Tim Oates 001 (AGI, 2008)

Organizers. - Marc Pickett (AAAI Workshop: Learning Rich Representations from Low-Level Sensors, 2013)

Building on Deep Learning. - Marc Pickett (AAAI Workshop: Learning Rich Representations from Low-Level Sensors, 2013)

Preface. - Marc Pickett; Benjamin Kuipers; Yann LeCun; Clayton T. Morrison (AAAI Workshop: Learning Rich Representations from Low-Level Sensors, 2013)

Spontaneous Analogy by Piggybacking on a Perceptual System. - Marc Pickett; David W. Aha (CogSci, 2013)

Acquiring User Models to Test Automated Assistants. - Marc Pickett; David W. Aha; J. Gregory Trafton (FLAIRS, 2013)

High assurance human-centric decision systems. - Constance L. Heitmeyer; Marc Pickett; Len Breslow; David W. Aha; J. Greg Trafton; Elizabeth I. Leonard (RAISE@ICSE, 2013)

The AAAI-13 Conference Workshops. - Vikas Agrawal; Christopher Archibald; Mehul Bhatt; Hung Bui 001; Diane J. Cook; Juan Cortés; Christopher W. Geib; Vibhav Gogate; Hans W. Guesgen; Dietmar Jannach; Michael Johanson; Kristian Kersting; et al. (AI Mag., 2013)

Building high assurance human-centric decision systems. - Constance L. Heitmeyer; Marc Pickett; Elizabeth I. Leonard; Myla M. Archer; Indrakshi Ray; David W. Aha; J. Gregory Trafton (Autom. Softw. Eng., 2015)

Conversational Contextual Cues: The Case of Personalization and History for Response Ranking. - Rami Al-Rfou; Marc Pickett; Javier Snaider; Yun-Hsuan Sung; Brian Strope; Ray Kurzweil (CoRR, 2016)

A Growing Long-term Episodic & Semantic Memory. - Marc Pickett; Rami Al-Rfou; Louis Shao; Chris Tar (CoRR, 2016)

A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors. - Marc Pickett; Ayush Sekhari; James Davidson (CoRR, 2017)

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. - Vincenzo Lomonaco; Lorenzo Pellegrini; Pau Rodríguez; Massimo Caccia; Qi She; Yu Chen; Quentin Jodelet; Ruiping Wang 001; Zheda Mai; David Vázquez 001; German Ignacio Parisi; Nikhil Churamani; et al. (Artif. Intell., 2022)

LaMDA: Language Models for Dialog Applications. - Romal Thoppilan; Daniel De Freitas; Jamie Hall; Noam Shazeer; Apoorv Kulshreshtha; Heng-Tze Cheng; Alicia Jin; Taylor Bos; Leslie Baker; Yu Du; YaGuang Li; Hongrae Lee; et al. (CoRR, 2022)

Better RAG using Relevant Information Gain. - Marc Pickett; Jeremy Hartman; Ayan Kumar Bhowmick; Raquib-ul Alam; Aditya Vempaty (CoRR, 2024)

The Ungrounded Alignment Problem. - Marc Pickett; Aakash Kumar Nain; Joseph Modayil; Llion Jones (CoRR, 2024)

Transformer Layers as Painters. - Qi Sun; Marc Pickett; Aakash Kumar Nain; Llion Jones (AAAI, 2025)