Gangbok Lee

Breadth-First Exploration on Adaptive Grid for Reinforcement Learning

Graph-based planners have gained significant attention for goal-conditioned reinforcement learning (RL), where they construct a graph consisting of confident transitions between *subgoals* as edges and run shortest path algorithms to exploit the confident edges. Meanwhile, identifying and avoiding u…