Gal Hadar

Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search

Many sequential decision-making problems can be formulated as shortest-path problems, where the objective is to reach a goal state from a given starting state. Heuristic search is a standard approach for solving such problems, relying on a heuristic function to estimate the cost to the goal from any