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We also thank Tian Xu and Zi-niu Li for their kind advice with regard to imitation learning theory. Funding This work is supported by National Key Research and Development Program of China (2020AAA0107200), and NSFC (61876077). Author information Authors and Affiliations State Key Laboratory of...
【RLChina论文研讨会】第24期 王远非 Multi-Agent Communication and Cooperation with Theory of 535 -- 25:25 App 【RLChina论文研讨会】第5期 王鉴浩 Towards Understanding Cooperative Multi-Agent Q-Learning w 1411 -- 26:44 App 【RLChina 论文研讨会】第27期 王琦 基于模型的元强化学习:一种图结构代理...
Although the game is novel, and the completely mixed unique symmetric equilibrium is difficult to compute, people quickly learn to play close to it both in the field and laboratory. Standard models of belief-based learning and reinforcement learning are unable to account for the observed learning ...
We then proceed to describe our contributions to the field of imitationlearning itself, which encompass three distinct categories: theory, implementationand evaluation.We first describe the development of a fully-featured Java API - the Quake2 AgentSimulation Environment (QASE) - designed to ...
三、理论分析 Theory 四、实验分析 Experiments 五、结论 Conclusion 六、参考文献 论文名称:CCIL: Context-conditioned imitation learning for urban driving 作者单位:Ke Guo, Wei Jing, Junbo Chen, Jia Pan 香港大学&Alibaba 链接:https://arxiv.org/pdf/2308.03882.pdf Code: https: //sites.google.com/vie...
LEARNING BY IMITATION IN THEORY, FIELD AND LAB 来自 eea-esem.com 喜欢 0 阅读量: 2 摘要: We study how players learn to play the lowest unique positive integer (LUPI) game. Although the game is novel, and the completely mixed unique symmetric equilibrium is difficult to compute, people ...
Sequential prediction problems such as imitation learning, where future observations depend on previous predictions (actions), violate the common i.i.d. assumptions made in statistical learning. This leads to poor performance in theory a... S Ross,GJ Gordon,JA Bagnell - 《Aistats》 被引量: 603...
From visuo-motor interactions to imitation learning: behavioural and brain imaging studies. We review three areas of research and theory relating to the involvement of motor processing in action observation: behavioural studies on imitation learni... S Vogt,R Thomaschke - Modern Books, 被引量: 16...
according to the theory of social top-downresponse modulation(Hamilton, 2015), object- and goal-directed imitation activates different brain areas than social imitation. Whereas object-learning imitation is thought to activate a basic visuomotor stream (dorsal premotor cortex and ventral premotor cortex...