Bob Graham, a Democrat, and former Environmental Protection Agency Administrator William Reilly, who served under a Republican, are the picks to lead the panel, which could be patterned after past commissions that have investigated incidents such as the 1986 explosion of the Space Shuttle Challenger, the people said.