no code implementations • 26 Jan 2021 • Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
Following the work of arXiv:2101. 09512, we are interested in clustering a given multi-variate series in an unsupervised manner.
no code implementations • 23 Jan 2021 • Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret
We are interested in clustering parts of a given single multi-variate series in an unsupervised manner.
no code implementations • 8 Feb 2020 • Vincent Micheli, Karthigan Sinnathamby, François Fleuret
We introduce a new reinforcement learning approach combining a planning quasi-metric (PQM) that estimates the number of steps required to go from any state to another, with task-specific "aimers" that compute a target state to reach a given goal.