The International Planning Competition (IPC) is a prominent event of the artificial
intelligence planning community that has been organized since 1998; it aims at fostering the …

Sequential planning portfolios are very powerful in exploiting the complementary strength of
different automated planners. The main challenge of a portfolio planner is to define which …

Portfolio-based algorithm selection has seen tremendous practical success over the past
two decades. This algorithm configuration procedure works by first selecting a portfolio of …

Since no classical planner consistently outperforms all others, it is important to select a
planner that works well for a given classical planning task. The two strongest approaches for …

In the context of heuristic search within automated planning, abstraction heuristics map the
problem into an abstract instance and use the optimal solution cost in the abstract state …

自动规划针对特定领域的特定问题, 生成一个由可应用动作构成的规划. 经典规划中的动作效果
是确定的, 且在每个时间步内只能执行一个动作. 但在实际问题中, 动作的效果往往是不确定性的 …

Algorithms from diverse domains often have tunable parameters that have a significant
impact on performance metrics such as solution quality, runtime, and memory usage …

Two key aspects of problem solving are representation and search heuristics. Both
theoretical and experimental studies have shown that there is no one best problem …

Since no classical planner consistently outperforms all oth ers, it is important to select a
planner that works well for a given classical planning task. The two strongest approaches for …

Automated Planning has achieved a significant step forward in the last decade, and many
advanced planning engines have been introduced. Nowadays, increases in computational …