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Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments
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| Published in: | CAAI Transactions on Intelligence Technology |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1870568931124576256 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | CAAI Transactions on Intelligence Technology |
| description | |
| discipline_display | Artificial Intelligence |
| discipline_facet | Artificial Intelligence |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:102564 |
| institution | FRELIP |
| journal_source_facet | CAAI Transactions on Intelligence Technology |
| last_indexed | 2026-07-13T03:32:26.592Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments Artificial Intelligence General Artificial Intelligence |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Artificial Intelligence General Artificial Intelligence |
| subject_facet | Artificial Intelligence General Artificial Intelligence |
| title | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_alt | Exploración y explotación: un estudio sobre la eficiencia de muestras en aprendizaje por refuerzo con recompensas de curiosidad multifacéticas y uso adaptativo de la repetición de experiencias en entornos de recompensa escasa Exploration et exploitation : une étude sur l'efficacité des échantillons dans l'apprentissage par renforcement avec des récompenses de curiosité multiples et une utilisation adaptative de l'expérience replay dans des environnements à récompenses rares Exploração e Explotação: Um Estudo sobre Eficiência Amostral em Aprendizado por Reforço com Recompensas de Curiosidade Multifacetadas e Utilização Adaptativa de Repetição de Experiência em Ambientes de Recompensa Esparsa |
| title_auth | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_es_txt | Exploración y explotación: un estudio sobre la eficiencia de muestras en aprendizaje por refuerzo con recompensas de curiosidad multifacéticas y uso adaptativo de la repetición de experiencias en entornos de recompensa escasa |
| title_fr_txt | Exploration et exploitation : une étude sur l'efficacité des échantillons dans l'apprentissage par renforcement avec des récompenses de curiosité multiples et une utilisation adaptative de l'expérience replay dans des environnements à récompenses rares |
| title_full | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_fullStr | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_full_unstemmed | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_pt_txt | Exploração e Explotação: Um Estudo sobre Eficiência Amostral em Aprendizado por Reforço com Recompensas de Curiosidade Multifacetadas e Utilização Adaptativa de Repetição de Experiência em Ambientes de Recompensa Esparsa |
| title_short | Exploration and Exploitation: A Study on Sample Efficiency in Reinforcement Learning With Multifaceted Curiosity Rewards and Adaptive Experience Replay Utilisation in Sparse Reward Environments |
| title_sort | exploration and exploitation: a study on sample efficiency in reinforcement learning with multifaceted curiosity rewards and adaptive experience replay utilisation in sparse reward environments |
| topic | Artificial Intelligence General Artificial Intelligence |
| url | https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/cit2.70153?af=R |