Cómo arreglar subfiguras desalineadas con subtítulos

Cómo arreglar subfiguras desalineadas con subtítulos

Tengo dos subfiguras donde la derecha está verticalmente encima de la izquierda. No estoy seguro de cómo solucionar este problema. Aquí está el código que tengo:


\documentclass[12pt]{article}
\usepackage[margin=1in]{geometry}% Change the margins here if you wish.
\setlength{\parindent}{0pt} % This is the set the indent length for new paragraphs, change if you want.
\setlength{\parskip}{5pt} % This sets the distance between paragraphs, which will be used anytime you have a blank line in your LaTeX code.
%------------------------------------

% These packages allow the most of the common "mathly things"
\usepackage{amsmath,amsthm,amssymb}
\usepackage{mathtools}
%website
\usepackage{hyperref}
% This package allows you to add images.
\usepackage{graphicx}
\usepackage{float}
%this is for proper format of quotation.
\usepackage{dirtytalk}
%algorithm
\usepackage{algorithm}
\usepackage{algorithmic}
% Package for line-spacing (HQ)
\usepackage{setspace}
\singlespacing
% \onehalfspacing
% \doublespacing
\setstretch{1.1}

%%%% from langevin monte carlo paper %%%%%
\usepackage[utf8]{inputenc} % allow utf-8 input
\usepackage[T1]{fontenc}    % use 8-bit T1 fonts

\usepackage{url}            % simple URL typesetting
\usepackage{booktabs}       % professional-quality tables
\usepackage{amsfonts}       % blackboard math symbols
\usepackage{nicefrac}       % compact symbols for 1/2, etc.
\usepackage{microtype}      % microtypography
\usepackage{xcolor}         % colors
% Added Extra from this point
\usepackage{wrapfig} %for wrapping text around figure
\usepackage{subcaption} %https://tex.stackexchange.com/questions/645648/environment-subfigure-undefined
\usepackage{amsmath}
\usepackage{amssymb}

\usepackage{nicefrac}
\usepackage{bbm} %for indicator function
\usepackage{mathtools}
\usepackage{algorithm}
\usepackage{algorithmic}
% \usepackage[noend]{algpseudocode}


%Format citing
% \bibliographystyle{unsrt}
\usepackage[comma,authoryear,round]{natbib}
\bibliographystyle{plainnat}


% For the table
% \usepackage{xcolor}
\newcommand\ytl[2]{
\parbox[b]{12em}{\hfill{\color{cyan}\sffamily #1}~$\cdots$~}\makebox[0pt][c]{$\bullet$}\vrule\quad \parbox[c]{10cm}{\vspace{7pt}\raggedright\sffamily #2.\\[7pt]}\\[-3pt]}

\begin{document}

\begin{figure}[htbp]
  \begin{subfigure}[t]{0.50\textwidth}
    \includegraphics[width=\linewidth]{figures/lsvi-phe-DeepSea10.pdf}
    \caption{Comparison in DeepSea environment}\label{fig:deepsea_best_run_8}
  \end{subfigure}
  \hspace*{\fill}   % maximize separation between the subfigures
  \begin{subfigure}[t]{0.50\textwidth}
    \includegraphics[width=\linewidth]{figures/lsvi-phe-deepsea-Msensitivity.pdf}
    \caption{Comparison of LSVI-PHE for different $M$ values in DeepSea.}\label{fig:deepsea_sweep_M_sig0.0005}
  \end{subfigure}
\caption{(a) The results are averaged over 5 independent runs and error bars are reported for the return per episode plots. For this plot, $\beta = 5 \times 10^{-3}$ for LSVI-UCB and $\sigma^2 = 5 \times 10^{-5}$ for LSVI-PHE. (b) The results are averaged over 5 runs and error bars are reported for the return per episode plots. For this plot we fix $\sigma^2 = 5 \times 10^{-4}$. } \label{fig:comp-deepsea}
\end{figure}

\end{document}

Y así es como se ve:

ingrese la descripción de la imagen aquí

¿Cómo puedo alinearlos?

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