The committee, headed by economist Bibek Debroy, is understood to have discussed the terms and reference of the committee and ways of involving various stakeholders in the consultation process.
The seven-member body, including the Board Chairman, will suggest ways for separating policy-making and operations at the Board level to put project execution on the fast track.
Currently, the Railway Board is involved in policy- making as well as coordinating operations also.
Restructuring of the Railway Board was announced in Modi government's maiden rail budget this year.
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"It was a budget proposal and the Ministry has constituted the committee accordingly," said the official.
The committee will also suggest modalities for setting up the Rail Tariff Authority.
Gusharan Das, former CMD of Procter and Gamble, Ravi Narain, former MD of National Stock Exchange and Partha Mukhopadhaya, Senior Fellow of Centre of Policy Research, are other members of the committee.