Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution

Tim Seyde, Peter Werner, Wilko Schwarting +2

Recent reinforcement learning approaches have shown surprisingly strong capabilities of bang-bang policies for solving continuous control benchmarks. The underlying coarse action s…