Search Results for author: Shaurya Dewan

Found 2 papers, 1 papers with code

Curiosity & Entropy Driven Unsupervised RL in Multiple Environments

no code implementations8 Jan 2024 Shaurya Dewan, Anisha Jain, Zoe LaLena, Lifan Yu

We primarily propose and experiment with five new modifications to the original work: sampling trajectories using an entropy-based probability distribution, dynamic alpha, higher KL Divergence threshold, curiosity-driven exploration, and alpha-percentile sampling on curiosity.

Unsupervised Reinforcement Learning

Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields

1 code implementation CVPR 2023 Rohith Agaram, Shaurya Dewan, Rahul Sajnani, Adrien Poulenard, Madhava Krishna, Srinath Sridhar

We present Canonical Field Network (CaFi-Net), a self-supervised method to canonicalize the 3D pose of instances from an object category represented as neural fields, specifically neural radiance fields (NeRFs).

Object Self-Supervised Learning

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