FPMCO decomposes multi-constraint RL into KL-projection sub-problems, achieving higher reward with lower computing than second-order rivals on the new SCIG robotics benchmark.
ABSTRACT: Multi-objective optimization remains a significant and realistic problem in engineering. A trade-off among conflicting objectives subject to equality and inequality constraints is known as ...
ABSTRACT: Designing hybrid power plants is a crucial aspect of deploying energy sources in remote rural areas far from the power grid. Many studies have been conducted on this topic. However, there is ...
2024, Paper: "This essay outlines foundations of the current moment facing corporations and politics, which I have characterized as a new “problem of twelve”—that is, the concentration of power in the ...
OKLAHOMA CITY & DALLAS--(BUSINESS WIRE)--From slow-moving inventory to capacity constraints, the furniture industry faces unique supply chain challenges that are difficult to manage at scale via ...
A solution is an assignment of values to variables where all constraints are satisfied and the value of the function is optimised For a COP, there is a single value being optimised, so it's relatively ...
Logical reasoning remains a crucial area where AI systems struggle despite advances in processing language and knowledge. Understanding logical reasoning in AI is essential for improving automated ...
Constraint satisfaction problems (CSPs) are a class of problems that are ubiquitous in science and engineering. They feature a collection of constraints specified over subsets of variables. A CSP can ...
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