SOTAVerified

General Reinforcement Learning

Papers

Showing 4150 of 84 papers

TitleStatusHype
Interactive Learning from Activity DescriptionCode0
A State Representation Dueling Network for Deep Reinforcement Learning0
Exact Reduction of Huge Action Spaces in General Reinforcement Learning0
Reinforcement Learning of Causal Variables Using Mediation Analysis0
Learning to Represent Action Values as a Hypergraph on the Action VerticesCode0
Align-RUDDER: Learning From Few Demonstrations by Reward RedistributionCode1
Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring RotorsCode1
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement LearningCode0
Counterfactual Data Augmentation using Locally Factored DynamicsCode1
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Benchmark Results

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