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模仿学习方法综述及其在机器人领域的应用 期刊论文
计算机工程与应用, 2019, 卷号: 55, 期号: 4, 页码: 17-30
Authors:  李帅龙;  张会文;  周维佳
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人工智能  行为克隆  逆强化学习  模仿学习  
Long Time Sequential Task Learning From Unstructured Demonstration 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 96240-96252
Authors:  Zhang HW(张会文);  Liu YW(刘玉旺);  Zhou WJ(周维佳)
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Bayesian segmentation  imitation learning  KL divergence  movement primitives  mixture model  
Motor Skills Learning and Generalization with Adapted Curvilinear Gaussian Mixture Model 期刊论文
Journal of Intelligent and Robotic Systems: Theory and Applications, 2019, 卷号: 96, 期号: 3-4, 页码: 457-475
Authors:  Zhang HW(张会文);  Leng YQ(冷雨泉)
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Skill learning  Cross entropy  Curvilinear Gaussian model  Imitation learning  
基于交叉熵优化的高斯混合模型运动编码 期刊论文
机器人, 2018, 卷号: 40, 期号: 4, 页码: 569-576
Authors:  张会文;  张伟;  周维佳
Adobe PDF(608Kb)  |  Favorite  |  View/Download:157/28  |  Submit date:2018/08/08
技能学习  模仿学习  交叉熵  任务参数  运动表征  混合模型  
Robot Obstacle Avoidance Learning Based on Mixture Models 期刊论文
Journal of Robotics, 2016, 卷号: 2016, 页码: 1-14
Authors:  Zhang HW(张会文);  Han XN(韩小宁);  Fu ML(付明亮);  Zhou WJ(周维佳)
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