Train An Imaginative Agent.

arXiv:2610.26845v1 Announce Type: new Abstract: A seemingly reasonable push in Sokoban can make the puzzle unsolvable. To avoid such mistakes, an agent has to anticipate the consequences of its actions before execution, especially when feedback from the real e