In a report ahead of a climate change conference in Paris this year, the IEA said more should be done to reach the goal of keeping the increase in average global temperature below 2C (3.6 degrees Fahrenheit).
Current pledges "will have a positive impact on future energy trends but will fall short of the major course correction required to meet the 2C goal," said the report, which was presented in London.
"The energy sector must play a critical role if efforts to reduce emissions are to succeed. Energy production and use accounts for two thirds of the world greenhouse gas emissions," the IEA's executive director Maria van der Hoeven said.
The agency's chief economist Fatih Birol said extreme weather events would become "much more frequent" as a result, with Africa particularly badly affected despite only minimally contributing to the problem.
While there is "growing consensus among countries that it is time to act", strong vigilance is required to ensure that the pledges are adequate and that commitments are kept, she added.
The IEA suggested five key measures to ensure that global energy-related emissions peak already in 2020.
They call for improved energy efficiency in key industrial sectors, reducing the use of inefficient coal-fired power plants, increased investment in renewable energy technologies, a gradual phasing out of fossil-fuel subsidies and a reduction in methane emissions in oil and gas production.
Countries are preparing for a crucial UN meeting in Paris -- the 21st Conference of Parties, or COP 21 -- of the UN Framework Convention on Climate Change (UNFCCC), which groups 195 nations.
The European Union earlier this year formally adopted climate change targets for the Paris conference, including a 40 percent cut in greenhouse gas emissions by 2030 compared to 1990 levels.
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