All 36 referees and judges from the Rio Olympics were suspended in the wake of the Games as the International Boxing Association (AIBA) carried out an investigation, following allegations that Olympic fights were fixed.
Several judges and referees were sent home from Rio following a number of questionable decisions during the boxing tournament.
While AIBA's investigation in 2017 found no interference in results and recommended that the Rio judges be reintegrated on a "case by case basis", the IOC's new selection criteria ruled them ineligible for the Tokyo Games.
The task force said its decision followed discussions with athletes to increase clarity, transparency and integrity in the selection process and officiating at the Olympics.
"The main objective of the IOC boxing task force is to ensure the completion of the mission of delivering events, while putting the boxers first, and with transparent and credible sporting results and fair play," boxing task force chair Morinari Watanabe said.
At Tokyo, referees and judges will be picked from a pool of officials comprising qualified AIBA-certified individuals who have been reviewed to ensure they meet the selection criteria.
The boxing task force will then randomly select every official for each competition. The full selection process will be conducted under the independent supervision of PricewaterhouseCoopers.
It was also announced that scores from all judges at the end of each round will be displayed publicly during qualifying competitions and the Games.
The task force was set up to organise qualifiers and the Tokyo Games competition following IOC's decision to suspend AIBA in June until the issues surrounding its finances and governance were resolved.
Ruiz defeat made me smarter: Joshua
Briton Anthony Joshua has said his first career defeat at the hands of Andy Ruiz Jr. was down to a lack of experience and he has become a "smarter" fighter ahead of December's rematch.
Mexican-American Ruiz produced one of boxing's biggest upsets when he dethroned the previously undefeated world heavyweight champion with a seventh-round stoppage at New York's Madison Square Garden in June.
"It wasn't burnout. The issues I faced in the last camp, it's just down to lack of experience," he told BBC. "Even though it was at a high level, we were still finding experience. Andy Ruiz is good but I don't think he should beat me twice. I used to hear guys say you have to take a loss and I would think 'why?'
"Now I can understand it and know what it takes. I have more understanding now and my ears are open to new information so that's making me smarter as a fighter. Anyone can be hungrier, I am smarter."
The WBA, IBF and WBO heavyweight title rematch — dubbed the 'Clash on the Dunes' — will take place in Saudi Arabia on December 7 after former Olympic champion Joshua triggered a rematch clause.
"The blessing is I have a second chance and here we are," the 30-year-old added.
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