Unverified60% confidenceFactExact time
The Markov property holds that the future state of a system depends only on the current state and the action taken, and is independent of the historical sequence of states.
2
Sources
60%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
AI智能体玩游戏：娱乐背后的技术价值与研究意义
Related Claims
UnverifiedThe Markov property means that, given the current state and action, the probability distribution of the future state is independent of earlier history.79% similarUnverifiedA Markov chain describes a stochastic process with the memoryless property, where the next state of the system depends only on the current state and not on the historical path.77% similarUnverifiedThe key assumption of MDP is that the future depends only on the current state and not on the historical path.74% similarUnverifiedThe key assumption of a Markov Decision Process (MDP) is the memoryless property, meaning the next state depends only on the current state and action, independent of the historical path73% similarUnverifiedA k-th order Markov chain is a stochastic process in which the conditional distribution of the current state depends only on the most recent k historical states and is independent of earlier history.66% similar
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