JEPA can be adapted to pixel-based reinforcement learning, but it requires either RL gradients or a variance-based regularizer to avoid model collapse.
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JEPA for RL: Investigating Joint-Embedding Predictive Architectures for Reinforcement Learning
JEPA can be adapted to pixel-based reinforcement learning, but it requires either RL gradients or a variance-based regularizer to avoid model collapse.