Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme

K. E. Avrachenkov, V. S. Borkar, H. P. Dolhare +1

We analyze the DQN reinforcement learning algorithm as a stochastic approximation scheme using the o.d.e. (for 'ordinary differential equation') approach and point out certain theo…