Abstract: This paper proposes a hybrid algorithm combining reinforcement learning (RL) and a genetic algorithm (GA) for PDN decap optimization. The trained RL agent uses a graph convolutional neural ...

Dijkstra's algorithm has long been the quickest way of finding the shortest possible paths in a network, but researchers have ...

Abstract: The explore-exploit dilemma in Markov Decision Processes (MDPs) is a fundamental challenge, especially in deterministic environments akin to real-world scenarios. Balancing exploration and ...

Implement Dijkstra’s Algorithm in Dart to find the shortest path from a source node to all other nodes in a weighted graph. Use a Priority Queue (Min-Heap) to optimize the performance to O((V + E) log ...