除了model-freelearning,哺乳动物还能进行更复杂的学习——在已知环境的统计特征(例如,状态转移概率)下的强化学习过程为model-based RL。 Model-based RL的神经机制 行为学实验表明,对于哺乳动物,若当前任务与其先前所学的某一任务类似时,学习所需的时间更短。...
puyuan1996 feature(pu): add 5 model-based rl papers from ICLR 2025 (#51) cf88843· Feb 6, 2025 History45 Commits assets feature(jrn): add the model-based rl paper list Aug 29, 2022 CONTRIBUTING.md add(jrn): add the CONTRIBUTING.md Aug 29, 2022 LICENSE Initial commit Dec 28, 2021...
A rich model-based motion vector (MV) steganalysis benefiting from both temporal and spatial correlations of MVs is proposed in this paper. The proposed steganalysis method has a substantially superior detection accuracy than the previous methods, even the targeted ones. The improvement in detection ...
Update README.md Feb 20, 2025 8a833cf·Feb 20, 2025 History 1,701 Commits .github 1. enable python3.13 test; 2. disable FRAG support for now for callpe… Feb 6, 2025 MACS3 enable FRAG support in callpeak and pileup Feb 16, 2025 ...
This paper is concerned with process monitoring and control of Continuous Dress Creep-Feed (CDCF) form grinding using model-based simulation and in-process power measurement and its application to grinding of turbine blade root serrations. For blade root serration grinding, it is essential that the...
Here, we used cf to weight each base in the feature region by its distance to s. It would be cal- culated as equation (2): cf = ∑2m wi⁎ci i=1 where wi and ci are calculated by equations (3) and (4): wi = i/m (2m − i)/m i≤m m <...
现有的个性化推荐系统大致可以分为两类:(1)基于内容的模型(2)基于CF协同过滤的模型。 基于内容的模型:从用户轮廓或项目描述中提取特征来推荐 基于CF的模型:使用用户历史的行为来做未来的推荐,包括①MF②RBM MF缺点:不能明确说明用户和项目内积之间的交互关系。
Parallel performance tuning naturally involves a diagnosis process to locate and explain sources of program inefficiency. Proposed is an approach that exploits parallel computation patterns (models) for diagnosis discovery. Knowledge of performance problems and inference rules for hypothesis search are enginee...
既往的凝血级联反应(Coagulation cascade)无法很好地做出解释,而基于细胞的凝血模型(Cell based coagulation model)更具生理学意义,因为它解释了为什么血友病(Hemophilia)是一种如此严重的出血性疾病,并正确地将因子VIII(因子8)和V(因子5)分别确定为因子...
This paper presents a model-based algorithm that estimates how the driver of a vehicle can either steer, brake, or accelerate to avoid colliding with an arbitrary object. In this algorithm, the motion of the vehicle is described by a linear bicycle model, and the perimeter of the vehicle is...