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Interaction in Reinforcement Learning Reduces the Need for Finely Tuned Hyperparameters in Complex Tasks

, , , and . Kognitive Systeme, (December 2015)

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Interaction is More Beneficial in Complex Reinforcement Learning Problems than in Simple Ones, , , and . Interdisziplinärer Workshop Kognitive Systeme: Mensch, Teams, Systeme und Automaten, page 142-150. (March 2015)Robot Docking Based on Omnidirectional Vision and Reinforcement Learning., , and . SGAI Conf., page 23-36. Springer, (2005)KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos., , , and . CoRR, (2019)From semantics to execution: Integrating action planning with reinforcement learning for robotic tool use., , and . CoRR, (2019)Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach., , , and . CoRR, (2019)Joint Reduction of Ego-noise and Environmental Noise with a Partially-adaptive Dictionary., , , and . ITG Conference on Speech Communication, page 1-5. VDE, (2021)Improved Techniques for Training Single-Image GANs., , , and . WACV, page 1299-1308. IEEE, (2021)WoZ4U: An Open-Source Wizard-of-Oz Interface for Easy, Efficient and Robust HRI Experiments., , , , and . Frontiers Robotics AI, (2021)Wrapyfi: A Wrapper for Message-Oriented and Robotics Middleware., , , and . CoRR, (2023)Improved Techniques for Training Single-Image GANs., , , and . CoRR, (2020)