SOTAVerified

General Reinforcement Learning

Papers

Showing 110 of 84 papers

TitleStatusHype
OpenSpiel: A Framework for Reinforcement Learning in GamesCode3
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement LearningCode2
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control TasksCode2
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language ModelsCode2
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous DrivingCode1
End-to-End Egospheric Spatial MemoryCode1
Action Branching Architectures for Deep Reinforcement LearningCode1
Discovering General Reinforcement Learning Algorithms with Adversarial Environment DesignCode1
Counterfactual Data Augmentation using Locally Factored DynamicsCode1
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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