1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.RO2026
Rainbow Deep Q-Learning with Kinematics-Aware Design for Cooperative Delta and 3-RRS Parallel Robot Insertion
Hassen Nigatu, Gaokun Shi, Jituo Li +2
This paper presents a kinematics-aware deep reinforcement learning framework based on Rainbow Deep Q-Networks (DQN) for cooperative peg-in-hole manipulation by a Delta parallel rob…
cs.RO2025
Quantum Machine Learning and Grover's Algorithm for Quantum Optimization of Robotic Manipulators
Hassen Nigatu, Shi Gaokun, Li Jituo +3
Optimizing high-degree of freedom robotic manipulators requires searching complex, high-dimensional configuration spaces, a task that is computationally challenging for classical m…
cs.RO2024★ 1 cited
Unveiling the Complete Variant of Spherical Robots
Hassen Nigatu, Li Jihao, Gaokun Shi +2
This study presents a systematic enumeration of spherical () type parallel robots' variants using an analytical velocity-level approach. These robots are known for their abi…