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LOLPlay: Benchmarking Real-Time Visual Agents in League of Legends

Researchers introduced LOLPlay, a benchmark built in native League of Legends that tests real-time visual agents across 36 champion-specific tasks covering resource management, combat, cooperation, and objectives. Agents in LOLPlay interact with the game through screenshots, requiring them to coordinate reasoning and action as the environment evolves during inference.

read1 min views5 publishedNov 4, 2026

Visual agents need to coordinate reasoning and action while their environment evolves during inference. We introduce LOLPlay, a benchmark in native League of Legends with 36 champion-specific tasks spanning resource management, combat, cooperation, and objectives. Agents interact through screenshots

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LIVE [news/lolplay-benchmarking…] indexed:0 read:1min 2026-11-04 · —