Actually, I did find out a way to download and install JRE with PowerShell script.It is really use-full therefore I wanted to share it here in StackExchange. This script can be optimized but it does the job as it is.


Below is the entire script:
https://github.com/erjan123/Sitecore/blob/master/Sitecore/PowershellScripts/Sitecore%20Solr/2.install-solr-7.5-and-JRE.ps1

I have also a tutorial that explains the script: </br>
https://www.youtube.com/watch?v=3-27syl8C98&t=10s

    Param(
    	$downloadInstallJRE = $true,
        $JREVersion64 = $true  
    )
    
    if($downloadInstallJRE -eq $true)
    {
    	if($JREVersion64 -eq $true)
    	{
    		$URL=(Invoke-WebRequest -UseBasicParsing https://www.java.com/en/download/manual.jsp).Content | 	ForEach-Object{[regex]::matches($_, '(?:<a title="Download Java software for Windows \(64-bit\)" href=")(.*)(?:">)').Groups[1].Value} 
    	}
    	else
    	{		
    		$URL=(Invoke-WebRequest -UseBasicParsing https://www.java.com/en/download/manual.jsp).Content | ForEach-Object{[regex]::matches($_, '(?:<a title="Download Java software for Windows Online" href=")(.*)(?:">)').Groups[1].Value}
    	}
    		Invoke-WebRequest -UseBasicParsing -OutFile jre8.exe $URL
    		Start-Process .\jre8.exe '/s REBOOT=0 SPONSORS=0 AUTO_UPDATE=0' -wait
    		
    	if($JREVersion64 -eq $true)
    	{
    		$JREVersion = Get-ChildItem -Path "C:\Program Files\Java" -name | Where-Object { -not $_.PsIsContainer } | Sort-Object LastWriteTime -Descending | Select-Object -first 1 
    		
    		Write-Host "JREVersion: $JREVersion"
    		$JREPath = "C:\Program Files\Java\$JREVersion"
    		Write-Host 	"JREPath" + $JREPath
    		Write-Host "Downloading 64 bit of JRE"
    	}	
    	else{
    
    		$JREVersion = Get-ChildItem -Path "C:\Program Files (x86)\Java" -name | Where-Object { -not $_.PsIsContainer } | Sort-Object LastWriteTime -Descending | Select-Object -first 1 
    
    		Write-Host "JREVersion: $JREVersion"
    		$JREPath = "C:\Program Files (x86)\Java\$JREVersion"
    		Write-Host 	"JREPath " + $JREPath
    		Write-Host "Downloading 32 bit of JRE"
    	}
    
    		Write-Host "JRE package URL " $URL
    }