3 accepted papers
Learned world models excel at interpolative generalization but fail at extrapolative generalization to novel physical properties. This limitation arises because they learn statistical correlations rather than the environment's underlying generative rules, such as physical invariances and conservatio
Surgical robotics have revolutionized medical procedures by offering enhanced precision and reduced complications. However, vitreoretinal surgery still relies heavily on manual techniques, where surgeons manage both a surgical tool and a light pipe, complicating operations and potentially affecting …
We propose **GAM-Agent**, a game-theoretic multi-agent framework for enhancing vision-language reasoning. Unlike prior single-agent or monolithic models, GAM-Agent formulates the reasoning process as a non-zero-sum game between base agents—each specializing in visual perception subtasks—and a critic…