Tag: sample efficiency
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Ego-Foresight: Boost RL with Self-Supervised Agent Learning
Discover Ego-Foresight, a self-supervised method enhancing agent-aware representations for faster, more efficient deep reinforcement learning.
Efficient Self-Paced Gaussian Curriculum for RL
Discover Self-Paced Gaussian Curriculum Learning (SPGL) for scalable, sample-efficient reinforcement learning with reduced computational overhead.
RL²: Accelerating Reinforcement Learning with Dual Approach
Discover RL², a novel method combining slow and fast reinforcement learning to boost AI efficiency, adaptability, and sample efficiency.