Ronald Williams

American computer scientist who co-developed the backpropagation algorithm and developed the REINFORCE algorithm — the foundation of policy gradient methods in reinforcement learning.

Co-developed backpropagation with Rumelhart and Hinton (1986). REINFORCE (1992): a policy gradient algorithm for reinforcement learning — directly optimizes a stochastic policy using gradient ascent. Foundation of modern deep reinforcement learning.