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2025 ICML ICML 2025

Value-Based Deep RL Scales Predictably

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.

Authors

Oleh Rybkin, Michal Nauman, Preston Fu, Charlie Victor Snell, Pieter Abbeel, Sergey Levine, Aviral Kumar

Topics

Artificial Intelligence > Core AI > Agent Systems Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing

Keywords

deep rl pareto frontier hyperparameters off-policy value-based updates-to-data ratio
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