Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks

Nicolas Usunier, Gabriel Synnaeve, Zeming Lin +1

We consider scenarios from the real-time strategy game StarCraft as new benchmarks for reinforcement learning algorithms. We propose micromanagement tasks, which present the proble…