SOTAVerified

General Reinforcement Learning

Papers

Showing 6170 of 84 papers

TitleStatusHype
Dynamic Knowledge Injection for AIXI Agents0
Computational Dualism and Objective Superintelligence0
Exact Reduction of Huge Action Spaces in General Reinforcement Learning0
FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT0
Goal-Driven Sequential Data Abstraction0
High-order Regularization for Machine Learning and Learning-based Control0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays0
Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents0
Learning to Represent Action Values as a Hypergraph on the Action Vertices0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNBScore7Unverified
2PPOScore5Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore4.8Unverified
2PPOScore1Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore0.6Unverified
2RNBScore0.6Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore0.8Unverified
2PPOScore0.6Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore1.2Unverified
2RNBScore1Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore3.4Unverified
2PPOScore0.8Unverified