Abhishek Gupta
Abhishek Gupta has 2 papers in our library, in 2018–2020; often with Sergey Levine, Chelsea Finn, Karol Hausman.
OpenAlex · ORCID · h-index 27 · 414 works · 3,393 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 212 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4994
Affiliations
🔬Chitwan Medical CollegeBharatpur ·
Nepal2021–2026 · 26 papersEmployment since 2021 · Assistant Professor and Incharge, Oral Medicine and RadiologyEmployment since 2025 · Associate Professor and Head, Oral Medicine and Radiology🎓University of California, BerkeleyBerkeley ·
United States2015–2023 · 19 papers🎓University of MumbaiMumbai ·
India2021–2023 · 10 papers🎓All India Institute of Medical SciencesNew Delhi ·
India1988–2024 · 9 papers🏥Subharti Medical CollegeMeerut ·
India2012–2021 · 9 papers🏢MicrosoftRedmond ·
United States2020 · 8 papers🔬Sardar Swaran Singh National Institute of Bio-EnergyKapurthala Town ·
India2013–2014 · 8 papers🎓All India Institute of Medical Sciences, KalyaniKalyani ·
India2022–2025 · 7 papers🏥All India Institute of Medical Sciences, PatnaPatna ·
India2021–2022 · 6 papers🎓University of WashingtonSeattle ·
United States2013–2024 · 5 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksControl and Systems Engineering · 1 workEngineering · 1 work
Works by year
2020s
2010s
Papers
- Gradient Surgery for Multi-Task Learning (2020 · 233 citations)
Training one network on many tasks should save data, but joint optimization often does worse than separately trained models, and the reason is unclear. - Diversity is All You Need: Learning Skills without a Reward Function (2018 · 145 citations)
The paper asks whether a reinforcement learning agent can acquire a repertoire of useful behaviours before it is ever given a task reward.
All works
- Learning modular neural network policies for multi-task and multi-robot transfer ↗Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · no summary yetColine Devin et al.2017 · 328 citations
- Gradient Surgery for Multi-Task LearningarXiv:2001.06782Tianhe Yu, Saurabh Kumar, Abhishek Gupta, et al.2020 · 233 citations
- Diversity is All You Need: Learning Skills without a Reward FunctionarXiv:1802.06070Benjamin Eysenbach, Abhishek Gupta, Julian Ibarz, et al.2018 · 145 citations
- Teachable Reinforcement Learning via Advice Distillation ↗arXiv (Cornell University) · no summary yetOlivia Watkins et al.2022
Co-authors here
Venues
- Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/abhishek-gupta/