1 results for "M.Revathi"

Evaluating Machine Learning-Based Reinforcement Algorithms for Inverted Pendulum Stabilization

N. Venkateswaran; A V K Shanthi; M.Revathi et al.

Diyala Journal of Engineering Sciences, Vol. 19 No. 1 · 2026 · English · DOAJ Scopus

This work is based on classical and modern research on reinforcement learning, utilizing the CartPole-v0 environment for Q-learning, Hill Climbing, the REINFORCE algorithm, various versions of the Deep-Q-Network algorithm, and policy gradient approaches such as PPO and A2C. All the above models…