Fractional Policy Gradients: Reinforcement Learning with Long-Term Memory

Urvi Pawar, Kunal Telangi

We propose Fractional Policy Gradients (FPG), a reinforcement learning framework incorporating fractional calculus for long-term temporal modeling in policy optimization. Standard…