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Truncated horizon Policy Search: Combining Reinforcement Learning & Imitation Learning.

, , and . ICLR (Poster), OpenReview.net, (2018)

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Two-Manifold Problems, and . CoRR, (2011)Reduced-Rank Hidden Markov Models, , and . CoRR, (2009)Accelerating Imitation Learning with Predictive Models., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3187-3196. PMLR, (2019)A Spectral Learning Approach to Range-Only SLAM., and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 19-26. JMLR.org, (2013)Learning to Filter with Predictive State Inference Machines., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1197-1205. JMLR.org, (2016)Provably Efficient Imitation Learning from Observation Alone., , , and . CoRR, (2019)Provably Efficient Imitation Learning from Observation Alone., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 6036-6045. PMLR, (2019)Truncated Back-propagation for Bilevel Optimization., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1723-1732. PMLR, (2019)Adaptive Probabilistic Trajectory Optimization via Efficient Approximate Inference., , , and . CoRR, (2016)Multi-objective Policy Generation for Multi-robot Systems Using Riemannian Motion Policies., , , and . ISRR, volume 20 of Springer Proceedings in Advanced Robotics, page 258-274. Springer, (2019)