Unverified50% confidenceSolutionExact time

帧堆叠很重要，因为单帧画面无法体现小球的运动方向和速度，实践中通常堆叠4帧并对连续帧取最大值以消除Atari硬件的闪烁问题

1

Sources

50%

Confidence

Long-term

Relevance

8/6/2026

First Seen

Sources

Reactive Game AI in Practice: Implementing Atari Breakout from Scratch with Deep Reinforcement Learning

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UnverifiedDQN在Atari游戏中堆叠最近4帧画面作为输入74% similar UnverifiedDLSS 4 introduces multi-frame generation technology, capable of AI-generating up to 3 additional frames between each traditionally rendered frame, boosting frame rates by up to 4x.64% similar

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