SOTAVerified

General Reinforcement Learning

Papers

Showing 5160 of 84 papers

TitleStatusHype
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement LearningCode1
Learning to Incentivize Other Learning AgentsCode1
Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic FrameworkCode1
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency MapsCode0
Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents0
Student/Teacher Advising through Reward Augmentation0
Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning0
Stabilizing Transformers for Reinforcement LearningCode1
OpenSpiel: A Framework for Reinforcement Learning in GamesCode3
Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing fieldCode0
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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