"Our focus will be to increase safety measures, prevent fires, introduction of high-speed trains and personnel training," the minister told reporters.
France currently holds the record for the world's fastest commercial passenger train service at 320 kilometres (200 miles) per hour, he said.
The agreements will be signed in New Delhi on Wednesday.
Bussereau arrived in India Monday, on a three day visit to boost partnership in railways, aviation and freight transport systems between the two countries.
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French and Indian Railways will tackle issues like overcrowding, railway track repairs, signalling, information technology and training, officials from both services added.
The state-run Indian railways, started by India's former British