SOTAVerified

General Reinforcement Learning

Papers

Showing 1120 of 84 papers

TitleStatusHype
Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic FrameworkCode1
Learning Exploration Policies for NavigationCode1
Counterfactual Data Augmentation using Locally Factored DynamicsCode1
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement LearningCode1
Align-RUDDER: Learning From Few Demonstrations by Reward RedistributionCode1
DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous DrivingCode1
Discovering General Reinforcement Learning Algorithms with Adversarial Environment DesignCode1
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
End-to-End Egospheric Spatial MemoryCode1
Learning Deformable Object Manipulation from Expert DemonstrationsCode1
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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