[vagabondvector]

kudos for citing Searn, it's one of the greatest joint prediction and learning algorithms that started a whole range of useful learning to search approaches.

LOLS is even better. all approaches inspired by the reinforcement learning but use the information from already present data to imitate the constructed policy.

training neural networks with the approach of LOLS could make so many tasks reachable.

one could probably even imitate a komodo 9 algorithm with it.