Avi Singh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
5
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Training Language Models to Self-Correct via Reinforcement Learning. | Aviral Kumar, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D. Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M. Zhang, Kay McKinney, Disha Shrivastava, Cosmin Paduraru, George Tucker, Doina Precup, Feryal M. P. Behbahani, Aleksandra Faust |
| 2023 | ICRA | Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning. | David Brandfonbrener, Stephen Tu, Avi Singh, Stefan Welker, Chad Boodoo, Nikolai Matni, Jake Varley |
| 2022 | CoRL | i-Sim2Real: Reinforcement Learning of Robotic Policies in Tight Human-Robot Interaction Loops. | Saminda Wishwajith Abeyruwan, Laura Graesser, David B. D'Ambrosio, Avi Singh, Anish Shankar, Alex Bewley, Deepali Jain, Krzysztof Marcin Choromanski, Pannag R. Sanketi |
| 2022 | CoRL | Don't Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning. | Homer Walke, Jonathan Yang, Albert Yu, Aviral Kumar, Jedrzej Orbik, Avi Singh, Sergey Levine |
| 2021 | ICLR | Parrot: Data-Driven Behavioral Priors for Reinforcement Learning. | Avi Singh, Huihan Liu, Gaoyue Zhou, Albert Yu, Nicholas Rhinehart, Sergey Levine |
| 2020 | CoRL | Chaining Behaviors from Data with Model-Free Reinforcement Learning. | Avi Singh, Albert Yu, Jonathan Yang, Jesse Zhang, Aviral Kumar, Sergey Levine |
| 2020 | ICLR | The Ingredients of Real World Robotic Reinforcement Learning. | Henry Zhu, Justin Yu, Abhishek Gupta, Dhruv Shah, Kristian Hartikainen, Avi Singh, Vikash Kumar, Sergey Levine |
| 2020 | ICRA | Scalable Multi-Task Imitation Learning with Autonomous Improvement. | Avi Singh, Eric Jang, Alexander Irpan, Daniel Kappler, Murtaza Dalal, Sergey Levine, Mohi Khansari, Chelsea Finn |
| 2018 | CoRL | Few-Shot Goal Inference for Visuomotor Learning and Planning. | Annie Xie, Avi Singh, Sergey Levine, Chelsea Finn |
| 2018 | ICLR | Divide-and-Conquer Reinforcement Learning. | Dibya Ghosh, Avi Singh, Aravind Rajeswaran, Vikash Kumar, Sergey Levine |
| 2017 | CVPR | Visual Dialog. | Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Jos M. F. Moura, Devi Parikh, Dhruv Batra |
| 2017 | ICCV | GPLAC: Generalizing Vision-Based Robotic Skills Using Weakly Labeled Images. | Avi Singh, Larry Yang, Sergey Levine |
| 2016 | ICRA | Recurrent Neural Networks for driver activity anticipation via sensory-fusion architecture. | Ashesh Jain, Avi Singh, Hema Swetha Koppula, Shane Soh, Ashutosh Saxena |