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End-To-End Robotic Reinforcement Learning without Reward Engineering.

, , , and . Robotics: Science and Systems, (2019)

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Deep Reinforcement Learning for Robotic Manipulation., , , and . CoRR, (2016)Learning Hand-Eye Coordination for Robotic Grasping with Large-Scale Data Collection., , , and . ISER, volume 1 of Springer Proceedings in Advanced Robotics, page 173-184. Springer, (2016)Neural Network Dynamics Models for Control of Under-actuated Legged Millirobots, , , , , and . (2017)cite arxiv:1711.05253.A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models., , , and . CoRR, (2016)Learning force-based manipulation of deformable objects from multiple demonstrations., , , , and . ICRA, page 177-184. IEEE, (2015)Residual Reinforcement Learning for Robot Control., , , , , , , , and . ICRA, page 6023-6029. IEEE, (2019)Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow., , , , and . ICLR (Poster), OpenReview.net, (2019)Learning Actionable Representations with Goal Conditioned Policies., , and . ICLR (Poster), OpenReview.net, (2019)EPOpt: Learning Robust Neural Network Policies Using Model Ensembles., , , and . ICLR (Poster), OpenReview.net, (2017)SACSoN: Scalable Autonomous Control for Social Navigation., , , and . IEEE Robotics Autom. Lett., 9 (1): 49-56 (January 2024)