Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing

Declan Oller, Tobias Glasmachers, Giuseppe Cuccu

We propose a novel method for analyzing and visualizing the complexity of standard reinforcement learning (RL) benchmarks based on score distributions. A large number of policy net…