Level-k reasoning is a model of strategic thinking in game theory where players are assumed to have different levels of reasoning, with level-0 players choosing randomly and higher-level players best responding to the actions of lower levels. It captures the idea that players anticipate others' moves to varying degrees, leading to more sophisticated strategies as the level increases.