What is Offline reinforcement learning?

Offline reinforcement learning

Offline reinforcement learning: Learning a policy entirely from a fixed dataset of past interactions, with no ability to try anything new during training.

Related terms

Inverse reinforcement learning
Model-based reinforcement learning
Reinforcement learning (RL)
Reinforcement learning environment (RL environment)
Reinforcement learning from AI feedback (RLAIF)
Reinforcement learning from human feedback (RLHF)
Reinforcement learning with verifiable rewards (RLVR)
Automated machine learning (AutoML)

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