PTIDES model on a distributed testbed emulating smart grid real-time applications. - Slobodan Matic; Ilge Akkaya; Michael Zimmer 001; John C. Eidson; Edward A. Lee (ISGT Europe, 2011)

Modeling uncertainty for middleware-based streaming power grid applications. - Ilge Akkaya; Yan Liu 001; Edward A. Lee; Ian Gorton (MW4NextGen@Middleware, 2013)

Machine Improvisation with Formal Specifications. - Alexandre Donzé; Rafael Valle; Ilge Akkaya; Sophie Libkind; Sanjit A. Seshia; David Wessel (ICMC, 2014)

System simulation from operational data. - Armin Wasicek; Edward A. Lee; Hokeun Kim; Lev Greenberg; Akihito Iwai; Ilge Akkaya (DAC, 2015)

A particle filter framework for the estimation of heart rate from ECG signals corrupted by motion artifacts. - Viswam Nathan; Ilge Akkaya; Roozbeh Jafari (EMBC, 2015)

Coordinated Actors for Reliable Self-adaptive Systems. - Maryam Bagheri 001; Ilge Akkaya; Ehsan Khamespanah; Narges Khakpour; Marjan Sirjani; Ali Movaghar 001; Edward A. Lee (FACS, 2016)

Control Improvisation with Probabilistic Temporal Specifications. - Ilge Akkaya; Daniel J. Fremont; Rafael Valle; Alexandre Donzé; Edward A. Lee; Sanjit A. Seshia (IoTDI, 2016)

Learning and Visualizing Music Specifications Using Pattern Graphs. - Rafael Valle; Daniel J. Fremont; Ilge Akkaya; Alexandre Donzé; Adrian Freed; Sanjit A. Seshia (ISMIR, 2016)

Cooperative multi-robot information acquisition based on distributed robust model predictive control. - Shuhei Emoto; Ilge Akkaya; Edward A. Lee (ROBIO, 2016)

Information seeking and model predictive control of a cooperative multi-robot system. - Shuhei Emoto; Ilge Akkaya; Edward A. Lee (Artif. Life Robotics, 2016)

Specification Mining for Machine Improvisation with Formal Specifications. - Rafael Valle; Alexandre Donzé; Daniel J. Fremont; Ilge Akkaya; Sanjit A. Seshia; Adrian Freed; David Wessel (Comput. Entertain., 2016)

Systems Engineering for Industrial Cyber-Physical Systems Using Aspects. - Ilge Akkaya; Patricia Derler; Shuhei Emoto; Edward A. Lee (Proc. IEEE, 2016)

Uncertainty Analysis of Middleware Services for Streaming Smart Grid Applications. - Ilge Akkaya; Yan Liu 001; Edward A. Lee (IEEE Trans. Serv. Comput., 2016)

Data-Driven Cyber-Physical Systems via Real-Time Stream Analytics and Machine Learning. - Ilge Akkaya (2016)

Coordinated actor model of self-adaptive track-based traffic control systems. - Maryam Bagheri 001; Marjan Sirjani; Ehsan Khamespanah; Narges Khakpour; Ilge Akkaya; Ali Movaghar 001; Edward A. Lee (J. Syst. Softw., 2018)

Solving Rubik's Cube with a Robot Hand. - OpenAI; Ilge Akkaya; Marcin Andrychowicz; Maciek Chociej; Mateusz Litwin; Bob McGrew; Arthur Petron; Alex Paino; Matthias Plappert; Glenn Powell; Raphael Ribas; Jonas Schneider 002; et al. (CoRR, 2019)

Asymmetric self-play for automatic goal discovery in robotic manipulation. - OpenAI; Matthias Plappert; Raul Sampedro; Tao Xu; Ilge Akkaya; Vineet Kosaraju; Peter Welinder; Ruben D'Sa; Arthur Petron; Henrique Pondé de Oliveira Pinto; Alex Paino; Hyeonwoo Noh; et al. (CoRR, 2021)

Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos. - Bowen Baker; Ilge Akkaya; Peter Zhokhov; Joost Huizinga; Jie Tang; Adrien Ecoffet; Brandon Houghton; Raul Sampedro; Jeff Clune (NeurIPS, 2022)

OpenAI o1 System Card. - Aaron Jaech; Adam Kalai; Adam Lerer; Adam Richardson; Ahmed El-Kishky; Aiden Low; Alec Helyar; Aleksander Madry; Alex Beutel; Alex Carney; Alex Iftimie; Alex Karpenko; et al. (CoRR, 2024)