Motion Planning using Reinforcement Learning for Serial Manipulators

Author:

Chakravadhanula Vedant V1ORCID,Agarwal Tejal1ORCID,Hazarika Shyamanta M1ORCID

Affiliation:

1. Indian Institute of Technology Guwahati, India

Publisher

ACM

Reference6 articles.

1. Marcin Andrychowicz , Filip Wolski , Alex Ray , Jonas Schneider , Rachel Fong , Peter Welinder , Bob McGrew , Josh Tobin , OpenA I Pieter Abbeel , and Wojciech Zaremba . 2017. Hindsight Experience Replay . In Advances in Neural Information Processing Systems . The MIT Press , Long Beach ,CA,USA., 5048–5058. Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, OpenAI Pieter Abbeel, and Wojciech Zaremba. 2017. Hindsight Experience Replay. In Advances in Neural Information Processing Systems. The MIT Press, LongBeach,CA,USA., 5048–5058.

2. A Reinforcement Learning Approach for Inverse Kinematics of Arm Robot

3. Xiangjian Li , Huashan Liu , and Menghua Dong . 2021. A General Framework of Motion Planning for Redundant Robot Manipulator Based on Deep Reinforcement Learning . IEEE Transactions on Industrial Informatics PP ( 11 2021 ), 1–1. https://doi.org/10.1109/TII.2021.3125447 10.1109/TII.2021.3125447 Xiangjian Li, Huashan Liu, and Menghua Dong. 2021. A General Framework of Motion Planning for Redundant Robot Manipulator Based on Deep Reinforcement Learning. IEEE Transactions on Industrial Informatics PP (11 2021), 1–1. https://doi.org/10.1109/TII.2021.3125447

4. Timothy  P. Lillicrap , Jonathan  J. Hunt , Alexander Pritzel , Nicolas Heess , Tom Erez , Yuval Tassa , David Silver , and Daan Wierstra . 2016 . Continuous control with deep reinforcement learning . In 4th International Conference on Learning Representations, Yoshua Bengio and Yann LeCun (Eds.). ICLR 2016, San Juan, Puerto Rico. Timothy P. Lillicrap, Jonathan J. Hunt, Alexander Pritzel, Nicolas Heess, Tom Erez, Yuval Tassa, David Silver, and Daan Wierstra. 2016. Continuous control with deep reinforcement learning. In 4th International Conference on Learning Representations, Yoshua Bengio and Yann LeCun (Eds.). ICLR 2016, San Juan, Puerto Rico.

5. Volodymyr Mnih , Koray Kavukcuoglu , David Silver , Alex Graves , Ioannis Antonoglou , Daan Wierstra , and Martin  A. Riedmiller . 2013. Playing Atari with Deep Reinforcement Learning. CoRR abs/1312.5602 ( 2013 ). arXiv:1312.5602http://arxiv.org/abs/1312.5602 Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin A. Riedmiller. 2013. Playing Atari with Deep Reinforcement Learning. CoRR abs/1312.5602 (2013). arXiv:1312.5602http://arxiv.org/abs/1312.5602

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