Searched for: subject:"interaction"
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document
Li, Guangliang (author), Whiteson, Shimon (author), Bradley Knox, W (author), Hung, H.S. (author)
Learning from rewards generated by a human trainer observing an agent in action has been proven to be a powerful method for teaching autonomous agents to perform challenging tasks, especially for those non-technical users. Since the efficacy of this approach depends critically on the reward the trainer provides, we consider how the...
journal article 2018
document
Li, G. (author), Hung, H. (author), Bradley Knox, W. (author), Whiteson, S.A. (author)
Learning from rewards generated by a human trainer ob- serving the agent in action has been demonstrated to be an effective method for humans to teach an agent to perform challenging tasks. However, how to make the agent learn most efficiently from these kinds of human reward is still under-addressed. In this paper, we investigate the effect of...
journal article 2014