M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search

Yelong Shen, Jianshu Chen, Po-Sen Huang, Yuqing Guo, Jianfeng Gao

Nov-20-2025, 19:57:47 GMT–Neural Information Processing Systems 

It can be formulated as a reinforcement learning (RL) problem with a known state transition model.