Seemingly Simple Planning Problems are Computationally Challenging: The Countdown Game

1. 1Identify simple planning problems that can be used to evaluate planning capabilities
2. 2Analyze the computational complexity of these problems
3. 3Develop new planning benchmarks that can accurately measure long-term planning capabilities
4. 4Apply these benchmarks to evaluate the performance of current foundational models and agents

AI researchers and engineers working on planning benchmarks and foundational models can benefit from this study, as it highlights the limitations of current models and the need for more robust planning benchmarks

💡 Simple planning problems can be computationally challenging, making them useful for evaluating planning capabilities

🤖 Simple planning problems can be computationally challenging! 📊