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How to train your robot with deep reinforcement learning: lessons we have learned.

, , , , , and . Int. J. Robotics Res., (2021)

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Diversity is All You Need: Learning Skills without a Reward Function., , , and . ICLR (Poster), OpenReview.net, (2019)Large Scale Scene Text Verification with Guided Attention., , , , , , , and . ACCV (5), volume 11365 of Lecture Notes in Computer Science, page 260-275. Springer, (2018)Token Turing Machines., , , , , , , , and . CoRR, (2022)Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions., , , , , , , , , and 15 other author(s). CoRL, volume 229 of Proceedings of Machine Learning Research, page 3909-3928. PMLR, (2023)Thinking While Moving: Deep Reinforcement Learning with Concurrent Control., , , , , , and . ICLR, OpenReview.net, (2020)Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning., , , and . CoRR, (2017)QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation., , , , , , , , , and 1 other author(s). CoRR, (2018)Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks., , , , , , , , and . CoRR, (2018)Guided Attention for Large Scale Scene Text Verification., , , , , , , and . CoRR, (2018)Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection., , , , and . Int. J. Robotics Res., 37 (4-5): 421-436 (2018)