LLM Agents Play Pokemon Showdown
Two LLM agents share a side in 4-player Pokémon Showdown battles and can talk before every turn. Does talking win more battles, and what does it cost?
Summary
Two LLM agents collaborating in 4-player Pokémon Showdown battles were analyzed to see if communication before each turn improves their win rate. The study found that while talking does lead to more victories, it also incurs a cost in terms of decision-making speed, suggesting a trade-off between strategic planning and execution efficiency.
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