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Papers

Showing 118 of 18 papers

TitleStatusHype
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgentCode0
STORM: Efficient Stochastic Transformer based World Models for Reinforcement LearningCode1
HarmonyDream: Task Harmonization Inside World ModelsCode1
Bigger, Better, Faster: Human-level Atari with human-level efficiencyCode1
Mastering Diverse Domains through World ModelsCode4
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement LearningCode1
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement LearningCode0
Transformers are Sample-Efficient World ModelsCode2
The Primacy Bias in Deep Reinforcement LearningCode1
Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation0
Mastering Atari Games with Limited DataCode2
Pretraining Representations for Data-Efficient Reinforcement LearningCode1
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from PixelsCode1
CURL: Contrastive Unsupervised Representations for Reinforcement LearningCode1
Mastering Atari, Go, Chess and Shogi by Planning with a Learned ModelCode2
Do recent advancements in model-based deep reinforcement learning really improve data efficiency?0
Model-Based Reinforcement Learning for AtariCode0
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