Mr Gokhan Solak

PhD student
Research
Robot manipulation, Dexterous robot hands, Machine learning, Tactile sensing, Learning from demonstration
Interests
Learning dexterous hand manipulation from human demonstration
Impedance-based control for object manipulation
Haptic exploration of objects to improve grasp stability
Reinforcement learning using physics simulation
Publications

Publications of specific relevance to Advanced Robotics
2022

Coppola C,
Solak G and
Jamone L (2022).
An affordable system for the teleoperation of dexterous robotic hands using Leap Motion hand tracking and vibrotactile feedback. Conference: 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) 10.1109/ro-man53752.2022.9900583
Xompero A, Donaher S, Iashin V,
Palermo F,
Solak G, Coppola C, Ishikawa R, Nagao Y, Hachiuma R, Liu Q, Feng F, Lan C, Chan RHM, Christmann G, Song JT, Neeharika G, Reddy CKT, Jain D, Rehman BU and Cavallaro A (2022).
The CORSMAL Benchmark for the Prediction of the Properties of Containers. IEEE Access vol. 10, 41388-41402.
10.1109/ACCESS.2022.31669062021

Xompero A, Donaher S, Iashin V,
Palermo F,
Solak G, Coppola C, Ishikawa R, Nagao Y, Hachiuma R, Liu Q, Feng F, Lan C, Chan RHM, Christmann G, Song J-T, Neeharika G, Reddy CKT, Jain D, Rehman BU and Cavallaro A (2021).
The CORSMAL benchmark for the prediction of the properties of containers. 10.48550/arxiv.2107.12719
Siddiqui MS, Coppola C, Solak G and
Jamone L (2021).
Discovering Stable Robot Grasps for Unknown Objects in Presence of Uncertainty Using Bayesian Models. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformat vol. 13054 LNAI, 46-55.
10.1007/978-3-030-89177-0_52019
Solak G and
Jamone L (2019).
Learning by Demonstration and Robust Control of Dexterous In-Hand Robotic Manipulation Skills. IEEE International Conference on Intelligent Robots and Systems 8246-8251.
10.1109/IROS40897.2019.8967567
Grants

Grants of specific relevance to Advanced Robotics
MAN^3: huMAN-inspired robotic MANipulation for advanced MANufacturingSolak GEngineering and Physical Sciences Research Council (01-01-2019 - 30-06-2022)