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Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations.

, , , , , , and . Robotics: Science and Systems, (2018)

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Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control., , , , and . ICLR (Poster), OpenReview.net, (2019)MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations., , , , , and . ICLR, OpenReview.net, (2023)Offline Reinforcement Learning from Images with Latent Space Models., , , and . CoRR, (2020)MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation., , , and . CoRR, (2023)Behavioral Priors and Dynamics Models: Improving Performance and Domain Transfer in Offline RL., , , and . CoRR, (2021)Unsupervised Reinforcement Learning with Contrastive Intrinsic Control., , , , , and . NeurIPS, (2022)Meta-Learning with Implicit Gradients., , , and . NeurIPS, page 113-124. (2019)Real World Offline Reinforcement Learning with Realistic Data Source., , , , , and . ICRA, page 7176-7183. IEEE, (2023)Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?, , , , and . L4DC, volume 168 of Proceedings of Machine Learning Research, page 893-905. PMLR, (2022)A Graph Partitioning Algorithm for Leak Detection in Water Distribution Networks., , and . CoRR, (2016)