In this paper, we present an approach to monitor human activities such as entry, exit and break times of people in a workplace environment. The companion robot then learns the users’ presence patterns over a period of time through memory generalisation and plans a suitable time for recharging itself causing less hindrance to human-robot interaction. Categories and Subject Descriptors I.2.9 [Artificial Intelligence]: Robotics; H.3.3 [Information Storage and Retrieval]: Information Search and Retrieval General Terms Algorithms, Human Factors
Amol A. Deshmukh, Mei Yii Lim, Michael Kriegel, Ru