Exploration-Guided RewardShaping forReinforcementLearningunderSparseRewards

Feb-7-2026, 23:33:56 GMT–Neural Information Processing Systems

We study the problem of reward shaping to accelerate the training process of a reinforcement learning agent.

artificial intelligence, machine learning, reinforcement learning, (16 more...)

Neural Information Processing Systems

Feb-7-2026, 23:33:56 GMT

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Country:
- Europe
  - Germany > Saarland
    - Saarbrücken (0.04)
  - United Kingdom > England
    - Greater London > London (0.04)

Genre:
- Research Report > New Finding (0.68)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)

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Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards

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