# Projects using robosuite

A list of references of projects and papers that use **robosuite**. If you would like to add your work to this list, please send the paper information to Yuke Zhu ([yukez@cs.utexas.edu](mailto:yukez@cs.utexas.edu)).

## Reinforcement Learning

- [SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark](http://svl.stanford.edu/assets/papers/fan2018corl.pdf). Linxi Fan\*, Yuke Zhu\*, Jiren Zhu, Zihua Liu, Orien Zeng, Anchit Gupta, Joan Creus-Costa, Silvio Savarese, Li Fei-Fei
- [SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning](https://arxiv.org/abs/1909.12989). Linxi Fan\*, Yuke Zhu\*, Jiren Zhu, Zihua Liu, Orien Zeng, Anchit Gupta, Joan Creus-Costa, Silvio Savarese, Li Fei-Fei
- [Variable Impedance Control in End-Effector Space: An Action Space for Reinforcement Learning in Contact-Rich Tasks](https://arxiv.org/abs/1906.08880). Roberto Martín-Martín, Michelle A. Lee, Rachel Gardner, Silvio Savarese, Jeannette Bohg, Animesh Garg
- [Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning](https://arxiv.org/abs/1910.05396). Kimin Lee, Kibok Lee, Jinwoo Shin, Honglak Lee
- [Efficient Bimanual Manipulation Using Learned Task Schemas](https://arxiv.org/abs/1909.13874). Rohan Chitnis, Shubham Tulsiani, Saurabh Gupta, Abhinav Gupta
- [Intrinsic Motivation for Encouraging Synergistic Behavior](https://arxiv.org/abs/2002.05189). Rohan Chitnis, Shubham Tulsiani, Saurabh Gupta, Abhinav Gupta
- [Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors](https://arxiv.org/abs/2006.13205). Karl Pertsch, Oleh Rybkin, Frederik Ebert, Chelsea Finn, Dinesh Jayaraman, Sergey Levine
- [Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty](https://arxiv.org/abs/2003.02740). Yongle Luo, Kun Dong, Lili Zhao, Zhiyong Sun, Chao Zhou, Bo Song
- [Hierarchical 6-DoF Grasping with Approaching Direction Selection](http://rllab.snu.ac.kr/publications/papers/2020_icra_gads.pdf). Yunho Choi, Hogun Kee, Kyungjae Lee, JaeGoo Choy, Junhong Min, Sohee Lee, and Songhwai Oh

## Imitation Learning and Batch (Offline) Reinforcement Learning

- [RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation](https://arxiv.org/abs/1811.02790). Ajay Mandlekar, Yuke Zhu, Animesh Garg, Jonathan Booher, Max Spero, Albert Tung, Julian Gao, John Emmons, Anchit Gupta, Emre Orbay, Silvio Savarese, Li Fei-Fei
- [IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data](https://arxiv.org/abs/1911.05321). Ajay Mandlekar, Fabio Ramos, Byron Boots, Silvio Savarese, Li Fei-Fei, Animesh Garg, Dieter Fox
- [To Follow or not to Follow: Selective Imitation Learning from Observations](https://arxiv.org/abs/1912.07670). Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Joseph J. Lim
- [Learning Robot Skills with Temporal Variational Inference](https://arxiv.org/abs/2006.16232). Tanmay Shankar, Abhinav Gupta
- [Residual Learning from Demonstration](https://arxiv.org/abs/2008.07682). Todor Davchev, Kevin Sebastian Luck, Michael Burke, Franziska Meier, Stefan Schaal, Subramanian Ramamoorthy

## Benchmarks

- [IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks](https://arxiv.org/abs/1911.07246). Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Alex Yin, Joseph J. Lim

## Sim2Real

- [Crossing the Gap: A Deep Dive into Zero-Shot Sim-to-Real Transfer for Dynamics](https://arxiv.org/abs/2008.06686). Eugene Valassakis, Zihan Ding, Edward Johns