Author

Amir Arsalan Nematollahi

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#artificial intelligence Preprint Aug 2026

Iterative Grasp Pose Refinement: A Deep Reinforcement Learning Approach for 2D Vision

A reinforcement learning-based framework for robotic grasp refinement, integrating keypoint-based object representations with a Deep Q-Network (DQN), is proposed, offering a scalable and adaptable solution for contact-rich manipulation tasks.

Amir Arsalan Nematollahi, Shayan Ahmadi, M. T. Masouleh et al. · 0 citations