Textual Planning with Explicit Latent Transitions

Eliezer Shlomi, Ido Levy, Eilam Shapira +6

Planning with LLMs is bottlenecked by token-by-token generation and repeated full forward passes, making multi-step lookahead and rollout-based search expensive in latency and comp…