Sinan Ibrahim

According to our database, Sinan Ibrahim authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Benchmarking Reinforcement Learning via Stochastic Converse Optimality: Generating Systems with Known Optimal Policies.

Sinan Ibrahim, Grégoire Ouerdane, Hadi Salloum, Henni Ouerdane, Stefan Streif, Pavel Osinenko

CoRR, March, 2026

Diversity-Aware Adaptive Collocation for Physics-Informed Neural Networks via Sparse QUBO Optimization and Hybrid Coresets.

Hadi Salloum, Maximilian Mifsud Bonici, Sinan Ibrahim, Pavel Osinenko, Alexei Kornaev

CoRR, March, 2026

2025

Generating Informative Benchmarks for Reinforcement Learning.

Grigory Yaremenko, Sinan Ibrahim, Francisco Moreno-Mora, Pavel Osinenko, Stefan Streif

IEEE Control. Syst. Lett., 2025

2024

Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications.

Sinan Ibrahim, Mostafa Mostafa, Ali Jnadi, Pavel Osinenko

CoRR, 2024

Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications.

Sinan Ibrahim, Mostafa Mostafa, Ali Jnadi, Hadi Salloum, Pavel Osinenko

IEEE Access, 2024

Reward Planning For Underactuated Robotic Systems With Parameters Uncertainty: Greedy-Divide and Conquer.

Sinan Ibrahim, S. M. Ahsan Kazmi, Dmitrii Dobriborsci, Roman Zashchitin, Mostafa Mostafa, Pavel Osinenko

Proceedings of the 10th International Conference on Control, 2024

Critic as Lyapunov function (CALF): a model-free, stability-ensuring agent.

Pavel Osinenko, Grigory Yaremenko, Roman Zashchitin, Anton Bolychev, Sinan Ibrahim, Dmitrii Dobriborsci

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024