Michael D. Dennis

Replay-Guided Adversarial Environment Design

2021 · arXiv (Cornell University)

Deep reinforcement learning (RL) agents may successfully generalize to new settings if trained on an appropriately diverse set of environment and task configurations. Unsupervised Environment Design (UED) is a promising self-supervised RL paradigm, wherein the …