Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning

Ziming Li, Julia Kiseleva, Maarten de Rijke

The performance of adversarial dialogue generation models relies on the quality of the reward signal produced by the discriminator. The reward signal from a poor discriminator can…