Chuanyang Jin

Neural Amortized Inference for Nested Multi-agent Reasoning

2023 · arXiv (Cornell University)

Multi-agent interactions, such as communication, teaching, and bluffing, often rely on higher-order social inference, i.e., understanding how others infer oneself. Such intricate reasoning can be effectively modeled through nested multi-agent reasoning. Nonetheless, the computational complexity …