Search Results for author: Abhishek Nan

Found 4 papers, 3 papers with code

Ordinary Differential Equation and Complex Matrix Exponential for Multi-resolution Image Registration

1 code implementation27 Jul 2020 Abhishek Nan, Matthew Tennant, Uriel Rubin, Nilanjan Ray

Autograd-based software packages have recently renewed interest in image registration using homography and other geometric models by gradient descent and optimization, e. g., AirLab and DRMIME.

Image Registration

Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning

no code implementations26 Jan 2020 Abhishek Nan, Anandh Perumal, Osmar R. Zaiane

Algorithmic trading, due to its inherent nature, is a difficult problem to tackle; there are too many variables involved in the real world which make it almost impossible to have reliable algorithms for automated stock trading.

Algorithmic Trading Knowledge Graphs +4

Exploring TD error as a heuristic for $σ$ selection in Q($σ$, $λ$)

1 code implementation21 Dec 2019 Abhishek Nan

In the landscape of TD algorithms, the Q($\sigma$, $\lambda$) algorithm is an algorithm with the ability to perform a multistep backup in an online manner while also successfully unifying the concepts of sampling with using the expectation across all actions for a state.

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