Renhong Huang
1 indexed paper
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126
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AI×1
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2026
PTCG-Bench: Can LLM Agents Master Pokémon Trading Card Game?
The paper introduces PTCG-Bench, a new benchmark using the Pokémon TCG to evaluate LLM agents' strategic decision-making and ability to self-evolve, finding that sustained self-evolution remains challenging.
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Papers
cs.AIRecentMay 28, 2026
PTCG-Bench: Can LLM Agents Master Pokémon Trading Card Game?
Dongdong Hua, Yifei Sun, Renhong Huang, Feng Gao +2 more
The paper introduces PTCG-Bench, a new benchmark using the Pokémon TCG to evaluate LLM agents' strategic decision-making and ability to self-evolve, finding that sustained self-evolution remains chall…
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