Himanshu Sahni

Joined

May 2019

Names

Himanshu Sahni (Preferred)

Emails

****@gatech.edu (Confirmed)

****@deepmind.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Georgia Institute of Technology (gatech.edu)

2014 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Charles Isbell

2014 – Present

Coworker

Ashley Edwards

2011 – Present

Coworker

Yannick Schroecker

2014 – 2019

Expertise

Reinforcement Learning

2013 – Present

Publications

Vision-Language Models as a Source of Rewards
Kate Baumli, Satinder Singh, Feryal Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Volodymyr Mnih, Alexander Neitz, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker et al. (4 additional authors not shown)
- ALOE 2023 Poster
- Readers: Everyone
In-context Reinforcement Learning with Algorithm Distillation
Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
- 08 Oct 2022 (modified: 05 May 2023)
- Deep RL Workshop 2022
- Readers: Everyone
In-context Reinforcement Learning with Algorithm Distillation
Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
- 05 Oct 2022 (modified: 05 May 2023)
- FMDM@NeurIPS2022
- Readers: Everyone
In-context Reinforcement Learning with Algorithm Distillation
Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan Brooks, maxime gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
- Published: 01 Feb 2023, Last Modified: 27 Feb 2023
- ICLR 2023 notable top 5%
- Readers: Everyone
Hard Attention Control By Mutual Information Maximization
Himanshu Sahni, Charles Lee Isbell
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Estimating Q(s, s') with Deep Deterministic Dynamics Gradients
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
Imitating Latent Policies from Observation
Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning
Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Yannick Schroecker, Charles Lee Isbell Jr.
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone
Learning to Compose Skills
Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Charles L. Isbell Jr.
- 2017 (modified: 06 Nov 2022)
- CoRR 2017
- Readers: Everyone
Policy Shaping in Domains with Multiple Optimal Policies: (Extended Abstract)
Himanshu Sahni, Brent Harrison, Kaushik Subramanian, Thomas Cederborg, Charles L. Isbell Jr., Andrea Thomaz
- 2016 (modified: 06 Nov 2022)
- AAMAS 2016
- Readers: Everyone

Co-Authors

View all 49 co-authors