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Neural Information Processing SystemsFeb-15-2026, 12:44:46 GMT
In this paper, we show that partner specialization, in addition to diversity, is crucial for the robustness of a downstream generalist agent.
Neural Information Processing SystemsFeb-15-2026, 12:44:28 GMT
Neural Information Processing SystemsFeb-15-2026, 12:44:04 GMT
Transformer-based Large Language Models (LLMs) are typically pre-trained with a fixed context window size, e.g ., 4K tokens in Touvron et al. [2023a].
Neural Information Processing SystemsFeb-15-2026, 12:43:58 GMT
Neural Information Processing SystemsFeb-15-2026, 12:43:54 GMT
Neural Information Processing SystemsFeb-15-2026, 12:43:43 GMT
The code is publicly available at: https://github.com/tmlr-group/SCT .
Neural Information Processing SystemsFeb-15-2026, 12:43:38 GMT
Neural Information Processing SystemsFeb-15-2026, 12:43:33 GMT
Specifically, we design language prompts to describe all cases of event appearance for each video.
Neural Information Processing SystemsFeb-15-2026, 12:43:19 GMT
Neural Information Processing SystemsFeb-15-2026, 12:43:15 GMT