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Efficient Reinforcement Learning by Guiding Generalist World Models with Non-Curated Data featured image

Efficient Reinforcement Learning by Guiding Generalist World Models with Non-Curated Data

Yi Zhao

• 18 May, 2025 • 1 min read

Generalist World Model Pre-Training for Efficient Reinforcement Learning featured image

Generalist World Model Pre-Training for Efficient Reinforcement Learning

Yi Zhao

• 19 Feb, 2025 • 1 min read

iQRL - Implicitly Quantized Representations for Sample-efficient Reinforcement Learning featured image

Reinforcement-Learning

iQRL - Implicitly Quantized Representations for Sample-efficient Reinforcement Learning

Aidan Scannell

• 5 Jun, 2024 • 1 min read

Reinforcement-Learning

Quantized Representations Prevent Dimensional Collapse in Self-predictive RL

Aidan Scannell

• 4 Jun, 2024 • 1 min read

Sparse Function-space Representation of Neural Networks featured image

Neural-Networks

Sparse Function-space Representation of Neural Networks

Aidan Scannell

• 21 Jul, 2023 • 1 min read

Gaussian-Processes

Identifiable Mixtures of Sparse Variational Gaussian Process Experts

Aidan Scannell

• 26 May, 2021 • 1 min read