RSRM: Reinforcement Symbolic Regression Machine

no code implementations • 24 May 2023 • Yilong Xu, Yang Liu, Hao Sun

Biding of these modules yields the state-of-the-art performance of RSRM in symbolic regression as demonstrated by multiple sets of benchmark examples.

Math Q-Learning +2

An Efficient Dynamic Sampling Policy For Monte Carlo Tree Search

no code implementations • 26 Apr 2022 • Gongbo Zhang, Yijie Peng, Yilong Xu

We consider the popular tree-based search strategy within the framework of reinforcement learning, the Monte Carlo Tree Search (MCTS), in the context of finite-horizon Markov decision process.

reinforcement-learning Reinforcement Learning (RL)