Search for dissertations about: "Robot Learning"
Showing result 1 - 5 of 118 swedish dissertations containing the words Robot Learning.
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1. Cognitive Interactive Robot Learning
Abstract : Building general purpose autonomous robots that suit a wide range of user-specified applications, requires a leap from today's task-specific machines to more flexible and general ones. To achieve this goal, one should move from traditional preprogrammed robots to learning robots that easily can acquire new skills. READ MORE
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2. Robot Learning for Deformable Object Manipulation Tasks
Abstract : Deformable Object Manipulation (DOM) is a challenging problem in robotics. Until recently, there has been limited research on the subject, with most robotic manipulation methods being developed with rigid objects in mind. READ MORE
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3. Adaptive Robot Presenters : Modelling Grounding in Multimodal Interaction
Abstract : This thesis addresses the topic of grounding in human-robot interaction, that is, the process by which the human and robot can ensure mutual understanding. To explore this topic, the scenario of a robot holding a presentation to a human audience is used, where the robot has to process multimodal feedback from the human in order to adapt the presentation to the human's level of understanding. READ MORE
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4. Robot Skill Acquisition through Prior-Conditioned Reinforcement Learning
Abstract : Advancements in robotics and artificial intelligence have paved the way for autonomous agents to perform complex tasks in various domains. A critical challenge in the field of robotics is enabling robots to acquire and refine skills efficiently, allowing them to adapt and excel in diverse environments. READ MORE
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5. Sensorimotor Robot Policy Training using Reinforcement Learning
Abstract : Robots are becoming more ubiquitous in our society and taking over many tasks that were previously considered as human hallmarks. Many of these tasks, e.g. READ MORE