ServiceNow Research

Cyril Ibrahim

Cyril Ibrahim

AI Developer

Emerging Technologies Lab

Cyril is a research developer in the Emerging Technologies Lab at ServiceNow Research. He worked on different research projects focused on reinforcement learning, computer vision, and deep learning, while also working on applied research projects such as real-world applications of reinforcement learning . He completed a master’s degree in software engineering at Polytechnique Montreal with a focus on computer graphics and machine learning and did his research project on the use of computer simulations to train self-driving cars under the supervision of Christopher Pal.

Interests
  • Simulation
  • Reinforcement Learning

Publications

Haptics-based Curiosity for Sparse-reward Tasks. Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vazquez, Aaron Courville, Pedro O. Pinheiro. At Conference on Robot Learning (CoRL),  2022.

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Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents. Christian Rupprecht, Cyril Ibrahim, Christopher Pal. At International Conference on Learning Representations (ICLR),  2020.

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Planning with Latent SImulated Trajectories. Alexandre Piche, Valentin Thomas, Cyril Ibrahim, Julien Cornebise, Christopher Pal. At Workshop at the International Conference on Learning Representations (ICLR),  2019.

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Probabilistic Planning with Sequential Monte Carlo Methods. Alexandre Piche, Valentin Thomas, Cyril Ibrahim, Yoshua Bengio, Christopher Pal. At International Conference on Learning Representations (ICLR),  2019.

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