For How Long Should We Be Punching? Learning Action Duration in Fighting Games

In three linesRL study on fighting games (Street Fighter II). Agents learn to predict both action and execution duration instead of deciding at fixed intervals. FightLadder experiments: learned timing matches fixed frame skip performance but encourages repeatable exploitable action patterns.

Summary generated by Claude — human-verified