Procgen
PulseAugur coverage of Procgen — every cluster mentioning Procgen across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New research proposes standardized metric for AI generalization gaps
A new arXiv paper proposes a standardized method for measuring generalization gaps in reinforcement learning, particularly within ProcGen environments. The authors argue that reported generalization gaps should be compa…
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New method enhances stability in Deep Q-learning algorithms
Researchers have developed a new method to stabilize the training of Deep Q-learning (DQL) algorithms, which are known for their instability. The study provides a unified analysis of instability from three perspectives:…
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New research details sample efficiency of Inverse Dynamics Models in imitation learning
A new research paper explores the sample efficiency of Inverse Dynamics Models (IDMs) in semi-supervised imitation learning. The study demonstrates that VM-IDM and IDM labeling methods learn the same policy in a limitin…