MuJoCo swMATH ID: 27214 Software Authors: E. Todorov, T. Erez, Y. Tassa Description: MuJoCo stands for Multi-Joint dynamics with Contact. It is being developed by Emo Todorov for Roboti LLC. Initially it was used at the Movement Control Laboratory, University of Washington, and has now been adopted by a wide community of researchers and developers. MuJoCo is a physics engine aiming to facilitate research and development in robotics, biomechanics, graphics and animation, and other areas where fast and accurate simulation is needed. It offers a unique combination of speed, accuracy and modeling power, yet it is not merely a better simulator. Instead it is the first full-featured simulator designed from the ground up for the purpose of model-based optimization, and in particular optimization through contacts. MuJoCo makes it possible to scale up computationally-intensive techniques such optimal control, physically-consistent state estimation, system identification and automated mechanism design, and apply them to complex dynamical systems in contact-rich behaviors. It also has more traditional applications such as testing and validation of control schemes before deployment on physical robots, interactive scientific visualization, virtual environments, animation and gaming. Its key features are: .. Homepage: http://www.mujoco.org/ Related Software: OpenAI Gym; Adam; PyTorch; TensorFlow; GitHub; Stable Baselines; Python; GAZEBO; ImageNet; VIME; Caffe; RMSprop; Pybullet; ProMP; AlexNet; MiniGrid; IMPALA; Matlab; CARLA; Keras Cited in: 30 Documents all top 5 Cited by 115 Authors 3 Peters, Jan 2 D’eramo, Carlo 2 Faust, Aleksandra 2 Restelli, Marcello 2 Whiteson, Shimon 1 Abbeel, Pieter 1 Abdulsamad, Hany 1 Aggarwal, Charu C. 1 Ahn, Sungjin 1 Akrour, Riad 1 Belousov, Boris 1 Benatti, Simone 1 Bhattacharya, Raktim 1 Biedenkapp, André 1 Bisi, Lorenzo 1 Blondé, Lionel 1 Bonarini, Andrea 1 Boroujerdian, Behzad 1 Bougie, Nicolas 1 Calandra, Roberto 1 Cao, Yongcan 1 Carpentier, Justin 1 Chen, Chang 1 Ciosek, Kamil 1 Dallali, Houman 1 Darrell, Trevor 1 Del Prete, Andrea 1 Deng, Fei 1 Egerstedt, Magnus B. 1 Eimer, Theresa 1 Elmquist, Asher 1 Fachantidis, Anestis 1 Feng, Leo 1 Finn, Chelsea 1 Fisette, Paul 1 Fu, William 1 Fürnkranz, Johannes 1 Gal, Yarin 1 Habra, Timothée 1 Hammoud, Bilal 1 Han, Minghao 1 Han, Shuai 1 Hofmann, Katja 1 Hsu, Shao-Chen 1 Hutter, Frank 1 Ichise, Ryutaro 1 Igl, Maximilian 1 Iwamoto, Masami 1 Kalousis, Alexandros 1 Kato, Daichi 1 Khan, Mohammad Emtiyaz 1 Kilinc, Ozsel 1 Kim, Jeongho 1 Klink, Pascal 1 Krishnan, Srivatsan 1 Lazaridis, Aristotelis 1 Levine, Sergey 1 Lindauer, Marius 1 Lippiello, Vincenzo 1 Lu, Cong 1 Ma, Shuai 1 Ma, Xiaoteng 1 Menon, Midhun S. 1 Miao, Yingjie 1 Montana, Giovanni 1 Negrut, Dan 1 Neumann, Gerhard 1 Notomista, Gennaro 1 Ohnishi, Motoya 1 Olivieri, Luca 1 Osher, Stanley Joel 1 Pajarinen, Joni 1 Pan, Wei 1 Parisi, Simone 1 Parker-Holder, Jack 1 Rajan, Raghu 1 Reddi, Vijay Janapa 1 Righetti, Ludovic 1 Ronsse, Renaud 1 Sandrelli, Federico 1 Santambrogio, Davide 1 Schulze, Sebastian 1 Serban, Radu 1 Shiarlis, Kyriacos 1 Shin, Jaeuk 1 Song, Xingyou 1 Strasser, Pablo 1 Sugiyama, Masashi 1 Tadiparthi, Vaishnav 1 Tangkaratt, Voot 1 Tasora, Alessandro 1 Tateo, Davide 1 Taves, Jay 1 Tian, Yuan 1 Tirinzoni, Andrea 1 Tsagarakis, Nikolaos G. 1 Ueltzhöffer, Kai 1 Van der Noot, Nicolas 1 Vlahavas, Ioannis P. 1 Wang, Bao ...and 15 more Authors all top 5 Cited in 11 Serials 8 Journal of Machine Learning Research (JMLR) 5 Machine Learning 4 The Journal of Artificial Intelligence Research (JAIR) 3 Multibody System Dynamics 2 Automatica 1 Artificial Intelligence 1 Biological Cybernetics 1 Information Sciences 1 Computational Mechanics 1 Neural Computation 1 Research in the Mathematical Sciences all top 5 Cited in 8 Fields 24 Computer science (68-XX) 4 Mechanics of particles and systems (70-XX) 4 Operations research, mathematical programming (90-XX) 4 Biology and other natural sciences (92-XX) 3 Mechanics of deformable solids (74-XX) 3 Systems theory; control (93-XX) 1 Statistics (62-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year