Search Results for author: Rajan Chari

Found 4 papers, 1 papers with code

PcLast: Discovering Plannable Continuous Latent States

no code implementations • 6 Nov 2023 • Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan Molu, Miro Dudik, John Langford, Alex Lamb

Goal-conditioned planning benefits from learned low-dimensional representations of rich observations.

Decision Making

Paper
Add Code

Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models

no code implementations • 17 Jul 2022 • Alex Lamb, Riashat Islam, Yonathan Efroni, Aniket Didolkar, Dipendra Misra, Dylan Foster, Lekan Molu, Rajan Chari, Akshay Krishnamurthy, John Langford

In many sequential decision-making tasks, the agent is not able to model the full complexity of the world, which consists of multitudes of relevant and irrelevant information.

Decision Making Sequential Decision Making

Paper
Add Code

Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication

no code implementations • 23 Nov 2020 • Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke

Large software systems tune hundreds of 'constants' to optimize their runtime performance.

Friction Multi-Armed Bandits

Paper
Add Code

Efficient Contextual Bandits with Continuous Actions

1 code implementation • NeurIPS 2020 • Maryam Majzoubi, Chicheng Zhang, Rajan Chari, Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins

We create a computationally tractable algorithm for contextual bandits with continuous actions having unknown structure.

Multi-Armed Bandits

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.