Teaching Sequential Tasks with Repetition through Demonstration (Short Paper)
نویسندگان
چکیده
For robots to become prevalent in human environments, the robots need to be able to perform complex tasks often involving sequential repetition of actions. In this work, we present a demonstrationbased approach to teach a robot generalized plans for performing sequential tasks with repetitions. We introduce action definitions through perception. Using the action definitions and the demonstration, the robot learns a task specific plan for tasks containing repetition of sub-sequences.
منابع مشابه
Teaching Multi-Robot Coordination using Demonstration of Communication and State Sharing (Short Paper)
Solutions to complex tasks often require the cooperation of multiple robots, however, developing multi-robot policies can present many challenges. In this work, we introduce teaching by demonstration in the context of multi-robot tasks, enabling a single teacher to instruct multiple robots to work together through a demonstration of the desired behavior. Within this framework, we contribute two...
متن کاملThe Effect of Task Repetition and Task Recycling on EFL Learners' Oral Performance
One of the major criticisms leveled at task-based language teaching (TBLT), despite its countless merits, is developing fluency at the cost of accuracy. The post-task stage affords a number of options to counteract this downside through task repetition and task recycling. These two options are considered to positively affect learners' oral performance in terms of fluency, accuracy, and complexi...
متن کاملTraining a Tetris agent via interactive shaping: a demonstration of the TAMER framework
As computational learning agents continue to improve their ability to learn sequential decision-making tasks, a central but largely unfulfilled goal is to deploy these agents in real-world domains in which they interact with humans and make decisions that affect our lives. People will want such interactive agents to be able to perform tasks for which the agent’s original developers could not pr...
متن کاملThe Effect of Teaching through Demonstration on Midwifery Student's Self-efficacy in Delivery Management
Introduction: Active learning methods are becoming increasingly popular in midwifery students education. So the aim of this study was to determine the effect of education using demonstration on midwifery student's self-efficacy in delivery managementMethods: This quasi-experimental study was performed in 2013 in Isfahan University of Medical Sciences. Thirty midwifery students were selected thr...
متن کاملAlgorithmic and Human Teaching of Sequential Decision Tasks
A helpful teacher can significantly improve the learning rate of a learning agent. Teaching algorithms have been formally studied within the field of Algorithmic Teaching. These give important insights into how a teacher can select the most informative examples while teaching a new concept. However the field has so far focused purely on classification tasks. In this paper we introduce a novel m...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008