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README.md

@@ -415,7 +415,7 @@ Beliefs — whether implicit, explicit, or given — are crucial for an autonomo
 
 ### Refine beliefs
 
-To assess the agents' ability to refine their beliefs in predicting their interlocutor's next action, we consider the matching pennies game which is played between two players, an agent and the opponent. Each player has a penny and must secretly turn the penny to Head or Tail. The players then reveal their choices simultaneously. If the pennies match (both heads or both tails), then the agent wins 1 point. If not, then the opponent wins and the agent loses 1 point. The objective is to maximize your total gain.
+To assess the agents' ability to refine their beliefs in predicting their interlocutor's next action, we consider the matching pennies game which is played between two players, an agent and the opponent. Each player has a penny and must secretly turn the penny to Head or Tail. The players then reveal their choices simultaneously. If the pennies match (both heads or both tails), then the agent wins 1 point. If not, then the opponent wins and the agent loses 1 point. The objective is to maximize the total gain of the agent.
 
 In this game:
 - the opponent follows a hidden strategy, i.e., a repetition model;