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pro vyhledávání: '"Nie, Guanyu"'
Autor:
Lin, Qiqiang, Wen, Muning, Peng, Qiuying, Nie, Guanyu, Liao, Junwei, Wang, Jun, Mo, Xiaoyun, Zhou, Jiamu, Cheng, Cheng, Zhao, Yin, Zhang, Weinan
Large language models have demonstrated impressive value in performing as autonomous agents when equipped with external tools and API calls. Nonetheless, effectively harnessing their potential for executing complex tasks crucially relies on enhanceme
Externí odkaz:
http://arxiv.org/abs/2410.04587
Publikováno v:
Proceedings of the 40th International Conference on Machine Learning, 2023
We investigate the problem of stochastic, combinatorial multi-armed bandits where the learner only has access to bandit feedback and the reward function can be non-linear. We provide a general framework for adapting discrete offline approximation alg
Externí odkaz:
http://arxiv.org/abs/2301.13326