Search Results for author: Pranav Atreya

Found 3 papers, 0 papers with code

Crafting In-context Examples according to LMs' Parametric Knowledge

no code implementations16 Nov 2023 Yoonsang Lee, Pranav Atreya, Xi Ye, Eunsol Choi

We perform analysis on three multi-answer question answering datasets, which allows us to further study answer set ordering strategies based on the LM's knowledge of each answer.

Hallucination In-Context Learning +2

High-Speed Accurate Robot Control using Learned Forward Kinodynamics and Non-linear Least Squares Optimization

no code implementations16 Jun 2022 Pranav Atreya, Haresh Karnan, Kavan Singh Sikand, Xuesu Xiao, Sadegh Rabiee, Joydeep Biswas

However, the types of control problems these approaches can be applied to are limited only to that of following pre-computed kinodynamically feasible trajectories.

VI-IKD: High-Speed Accurate Off-Road Navigation using Learned Visual-Inertial Inverse Kinodynamics

no code implementations30 Mar 2022 Haresh Karnan, Kavan Singh Sikand, Pranav Atreya, Sadegh Rabiee, Xuesu Xiao, Garrett Warnell, Peter Stone, Joydeep Biswas

In this paper, we hypothesize that to enable accurate high-speed off-road navigation using a learned IKD model, in addition to inertial information from the past, one must also anticipate the kinodynamic interactions of the vehicle with the terrain in the future.

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