Ashvin Nair

PhD student, University of California Berkeley

Joined

November 2018

Names

Ashvin Nair (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of California Berkeley (berkeley.edu)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

reinforcement learning

goal-conditioned

2017 – 2019

Publications

Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor Tasks
Kuan Fang, Patrick Yin, Ashvin Nair, Homer Rich Walke, Gengchen Yan, Sergey Levine
- Published: 10 Sept 2022, Last Modified: 05 May 2023
- CoRL 2022 Oral
- Readers: Everyone
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies
Alexander Khazatsky, Ashvin Nair, Sergey Levine, Glen Berseth, Vitchyr H. Pong, Soroush Nasiriany
- 14 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
What Can I Do Here? Learning New Skills by Imagining Visual Affordances
Alexander Khazatsky, Ashvin Nair, Sergey Levine
- 14 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Contextual Imagined Goals for Self-Supervised Robotic Learning
Alexander Khazatsky, Ashvin Nair, Shikhar Bahl, Sergey Levine, Glen Berseth, Vitchyr H. Pong
- 14 Jun 2022 (modified: 14 Jun 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space
Kuan Fang, Patrick Yin, Ashvin Nair, Sergey Levine
- Published: 27 Apr 2022, Last Modified: 05 May 2023
- ICLR 2022 GPL Poster
- Readers: Everyone
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov, Ashvin Nair, Sergey Levine
- 12 Oct 2021 (modified: 12 Oct 2025)
- Deep RL Workshop NeurIPS 2021
- Readers: Everyone
Offline Meta-Reinforcement Learning with Online Self-Supervision
Vitchyr H. Pong, Ashvin Nair, Laura Smith, Catherine Huang, Sergey Levine
- 12 Oct 2021 (modified: 12 Oct 2025)
- Deep RL Workshop NeurIPS 2021 ContributedTalk
- Readers: Everyone
Offline Meta-Reinforcement Learning with Online Self-Supervision
Vitchyr H. Pong, Ashvin Nair, Laura Smith, Catherine Huang, Sergey Levine
- 30 Sept 2021 (modified: 30 Dec 2025)
- NeurIPS 2021 Workshop MetaLearn ContributedTalk
- Readers: Everyone
Offline Meta-Reinforcement Learning with Online Self-Supervision
Vitchyr H. Pong, Ashvin Nair, Laura Smith, Catherine Huang, Sergey Levine
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov, Ashvin Nair, Sergey Levine
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

View all 12 publications