The head of Paris police, Didier Lallement, said he was 'sorry' for authorising the use of tear gas to move supporters away from the stadium before the match.
Liverpool boss Jurgen Klopp said moving the final from Russia to France was "exactly the right message that Moscow should get".
For the second time this season, Liverpool emerged victorious against Chelsea on penalties, having already beaten them 11-10 following another 0-0 draw in the League Cup final in February.
Champions League final match has been moved from Istanbul in order to allow English fans to attend but Portugal is still only allowing essential travel into the country from the UK.
The Blues ousted Los Blancos 3-1 on aggregate after a 2-0 victory in the second leg of their semifinal.
Coach Mauricio Pochettino was manager of Tottenham in the Premier League for five years and led the Spurs to the Champions League final in 2019.
Either Paris Saint-Germain will pick up the cup for the first time or Bayern Munich will become six-time winners on Sunday behind closed doors inside Estadio da Luz stadium in Lisbon.
Venues for Champions League finals in 2021, 2022, 2023 revealed at UEFA's executive committee meeting in Slovenian capital Ljubljana.
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