Himanshu Sahni

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Wavelet Features

Sample Complexity

Speech Recognition

Reinforcement Learning

Top Venues

UbiComp/ISWC Adjunct

Publications

Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Stenberg Hansen, Angelos Filos, Ethan A. Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
In-context Reinforcement Learning with Algorithm Distillation. ICLR (2023)
Kate Baumli, Satinder Baveja, Feryal M. P. Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Hussain Masoom, Kay McKinney, Volodymyr Mnih, Alexander Neitz, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker, Stephen Spencer, Richie Steigerwald, Luyu Wang, Lei Zhang
Vision-Language Models as a Source of Rewards. CoRR (2023)
Michael Laskin, Luyu Wang, Junhyuk Oh, Emilio Parisotto, Stephen Spencer, Richie Steigerwald, DJ Strouse, Steven Hansen, Angelos Filos, Ethan A. Brooks, Maxime Gazeau, Himanshu Sahni, Satinder Singh, Volodymyr Mnih
In-context Reinforcement Learning with Algorithm Distillation. CoRR (2022)
Himanshu Sahni, Charles Isbell
Hard Attention Control By Mutual Information Maximization. CoRR (2021)
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski
Estimating Q(s,s') with Deep Deterministic Dynamics Gradients. ICML (2020)
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski
Estimating Q(s, s') with Deep Deterministic Dynamics Gradients. CoRR (2020)
Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell Jr.
Imitating Latent Policies from Observation. ICML (2019)
Himanshu Sahni, Toby Buckley, Pieter Abbeel, Ilya Kuzovkin
Visual Hindsight Experience Replay. CoRR (2019)
Himanshu Sahni, Toby Buckley, Pieter Abbeel, Ilya Kuzovkin
Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs. NeurIPS (2019)
Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell Jr.
Imitating Latent Policies from Observation. CoRR (2018)
Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Charles L. Isbell Jr.
Learning to Compose Skills. CoRR (2017)
Himanshu Sahni, Saurabh Kumar, Farhan Tejani, Yannick Schroecker, Charles Lee Isbell Jr.
State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning. CoRR (2017)
Himanshu Sahni, Brent Harrison, Kaushik Subramanian, Thomas Cederborg, Charles L. Isbell Jr., Andrea Thomaz
Policy Shaping in Domains with Multiple Optimal Policies: (Extended Abstract). AAMAS (2016)
Abdelkareem Bedri, David Byrd, Peter Presti, Himanshu Sahni, Zehua Guo, Thad Starner
Stick it in your ear: building an in-ear jaw movement sensor. UbiComp/ISWC Adjunct (2015)
Abdelkareem Bedri, Himanshu Sahni, Pavleen Thukral, Thad Starner, David Byrd, Peter Presti, Gabriel Reyes, Maysam Ghovanloo, Zehua Guo
Toward Silent-Speech Control of Consumer Wearables. Computer 48 (10) (2015)
Zahoor Zafrulla, Himanshu Sahni, Abdelkareem Bedri, Pavleen Thukral, Thad Starner
Hand detection in American Sign Language depth data using domain-driven random forest regression. FG (2015)
Himanshu Sahni, Abdelkareem Bedri, Gabriel Reyes, Pavleen Thukral, Zehua Guo, Thad Starner, Maysam Ghovanloo
The tongue and ear interface: a wearable system for silent speech recognition. ISWC (2014)