Sparse Reward

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Reward only given upon task completion.

Full Definition

Reward only given upon task completion.

Keywords

delayed feedback

Domains

Reinforcement Learning

Related Terms

Imitation Learning related to

Learning policies from expert demonstrations.

 Behavior Cloning related to

Learning action mapping directly from demonstrations.

 Inverse Reinforcement Learning related to

Inferring reward function from observed behavior.

 Dynamics Model related to

Predicts next state given current state and action.

 Policy Search related to

Directly optimizing control policies.

 Trajectory Optimization related to

Optimizing continuous action sequences.

 Reward Shaping related to

Modifying reward to accelerate learning.

Concept Map

See how Sparse Reward connects to other concepts.

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