World Models, really big world models like Dreamer V4, which unfortunately you can't do easily as a master student, but maybe you can work with tiny versions and prove that the direction works, or Lora some foundation model. If you look at ARC 3, it is clear that the reasoning capabilities of language models need to be combined with 'reflexes' of classic reinforcement learning.