HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning

Gresa Shala; Sebastian Pineda Arango; André Biedenkapp; Frank Hutter; Josif Grabocka

2024 AutoML AutoML 2024

HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Gresa Shala, Sebastian Pineda Arango, André Biedenkapp, Frank Hutter, Josif Grabocka

Topics

Machine Learning > Optimization & Theory > Optimization Reinforcement Learning > Methods > Deep RL Reinforcement Learning > Applications > Game AI

Keywords

hyperparameters ppo a2c ddpg reward curves sac

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