19 citations · 41 across the 20 of their papers we have counts for
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cs.AI2026
In-Context Reinforcement Learning under Non-Stationarity: A Survey
A Run, Ziluo Ding
The development of decision-pretrained transformers, algorithm distillation, long-context meta-RL, and retrieval-augmented agents has renewed interest in in-context reinforcement l…
cs.AI2024★ 3 cited
A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges
Xinrun Xu, Yuxin Wang, Chaoyi Xu +4
The swift evolution of Large-scale Models (LMs), either language-focused or multi-modal, has garnered extensive attention in both academy and industry. But despite the surge in int…
cs.AI2024★ 3 cited
Cradle: Empowering Foundation Agents Towards General Computer Control
Weihao Tan, Wentao Zhang, Xinrun Xu +25
Despite the success in specific scenarios, existing foundation agents still struggle to generalize across various virtual scenarios, mainly due to the dramatically different encaps…