
Djokovic made the announcement on Monday after losing the final of the Rome Masters to Alexander Zverev in Italy.
Earlier in May, the 12-time major winner fired his entire coaching team in a shock therapy move to rediscover his best form.
Agassi will be with Djokovic in Paris for the French Open, which starts on May 28.