From Tokens to Thoughts: Continuous Latent Reasoning in Large Models and Robot Control

Curated collection of 100+ works surveying shift to continuous latent spaces in LLMs/VLMs/VLAs for improved reasoning over discrete tokens, with relevance to robotics action modeling.