从知识的表达和运用综述强化学习研究

为推进强化学习研究的进一步深入和扩大其实际应用范围,从强化学习研究的理论基础--知识袭示和运用的角度对强化学习进行分类.并就经典随机强化学习、模糊强化学习、定性强化学习以及灰色强化学习作了较详细的探讨与比较.最后从知识表达和运用的角庹对强化学习的发展进行了展望.

Overview of reinforcement learning from knowledge expression and handling

In order to advance reinforement learning(RL) research and expand its practical application scope,it's necessary to classify RL from RL research theory base,knowledge expressed and the handling angle.Based on classical stochastic RL,fuzzy RL,qualitative RL and grey RL,the detailed discussion and comparions are given.Finally,RL development is forecasted from the knowledge expression and handling angle.