SOTAVerified

General Reinforcement Learning

Papers

Showing 51–75 of 84 papers

TitleStatusHype
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions—0
Compositional Transfer in Hierarchical Reinforcement Learning—0
Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection—0
Reinforcement Learning: Tutorial and Survey—0
Reinforcement Learning via AIXI Approximation—0
^2-exploration for Reinforcement Learning—0
Self-Modification of Policy and Utility Function in Rational Agents—0
Student/Teacher Advising through Reward Augmentation—0
Superior Performance with Diversified Strategic Control in FPS Games Using General Reinforcement Learning—0
The Problem of Social Cost in Multi-Agent General Reinforcement Learning: Survey and Synthesis—0
The Sample-Complexity of General Reinforcement Learning—0
Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making—0
Transferring Agent Behaviors from Videos via Motion GANs—0
Learning to Represent Action Values as a Hypergraph on the Action Vertices—0
Low-Resource Machine Translation based on Asynchronous Dynamic Programming—0
L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning—0
Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder—0
Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning—0
Nonparametric General Reinforcement Learning—0
Learning to Backdoor Federated LearningCode0
Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing fieldCode0
Generalised Discount Functions applied to a Monte-Carlo AImu ImplementationCode0
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency MapsCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge DistillationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNBScore7—Unverified
2PPOScore5—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore4.8—Unverified
2PPOScore1—Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore0.6—Unverified
2RNBScore0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore0.8—Unverified
2PPOScore0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1PPOScore1.2—Unverified
2RNBScore1—Unverified
#ModelMetricClaimedVerifiedStatus
1RNBScore3.4—Unverified
2PPOScore0.8—Unverified