This paper presents a single-network adaptive critic-based controller for continuous-time systems with unknown dynamics in a policy iteration (PI) framework. It is assumed that the …
R Prakash, L Behera… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Realistic manipulation tasks involve a prolonged sequence of motor skills in varying control environments consisting of uncertain robot dynamic models and end-effector payloads. To …
S Dutta, L Behera - IFAC Proceedings Volumes, 2014 - Elsevier
In this work, a near optimal control approach for serial manipulator with unknown dynamics is proposed. It is shown that a near optimal controller can be designed without solving the …
S Dutta, L Behera - … Conference on Fuzzy Systems (FUZZ-IEEE), 2014 - ieeexplore.ieee.org
A near optimal control technique for robotic manipulator with completely unknown dynamics is described in this work. Obtaining the optimal control law u* depends on solving Hamilton …