Search Results for author: Panagiotis Kyriakis

Found 2 papers, 1 papers with code

Pareto Policy Adaptation

no code implementations ICLR 2022 Panagiotis Kyriakis, Jyotirmoy Deshmukh, Paul Bogdan

We present a policy gradient method for Multi-Objective Reinforcement Learning under unknown, linear preferences.

Multi-Objective Reinforcement Learning reinforcement-learning

Learning Hyperbolic Representations of Topological Features

1 code implementation ICLR 2021 Panagiotis Kyriakis, Iordanis Fostiropoulos, Paul Bogdan

Learning task-specific representations of persistence diagrams is an important problem in topological data analysis and machine learning.

Image Classification Topological Data Analysis

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