Competitive Programming with AlphaCode.
Competitive programming is a popular and challenging activity; hundreds of thousands of programmers participate in coding competitions to gain experience and showcase their skills in fun and collaborative ways. During competitions, participants receive a series of long problem descriptions and a few hours to write programs to solve them. Typical problems include finding ways to place roads and buildings within certain constraints, or creating strategies to win custom board games. Participants are then ranked mainly based on how many problems they solve. Companies use these competitions as recruiting tools and similar types of problems are common in hiring processes for software engineers.
Creating solutions to unforeseen problems is second nature in human intelligence – a result of critical thinking informed by experience. The machine learning community has made tremendous progress in generating and understanding textual data, but advances in problem solving remain limited to relatively simple maths and programming problems, or else retrieving and copying existing solutions.
Diagram to show how model works...
Problem statement to solution
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