8 citations
- Centre de recherche cerveau et cognitionFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chinese University of Hong KongHK1 paper
- Hong Kong University of Science and TechnologyHK1 paper
- Imperial College LondonGB1 paper
- Kyoto UniversityJP1 paper
- Swarthmore CollegeUS1 paper
- Université Fédérale de Toulouse Midi-PyrénéesFR1 paper
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cs.AI2021
Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments
Francesco Massari, Martin Biehl, Lisa Meeden +1
Reinforcement Learning (RL) is known to be often unsuccessful in environments with sparse extrinsic rewards. A possible countermeasure is to endow RL agents with an intrinsic rewar…
cs.AI2020★ 4 cited
Deep Learning and the Global Workspace Theory
Rufin VanRullen, Ryota Kanai
Recent advances in deep learning have allowed Artificial Intelligence (AI) to reach near human-level performance in many sensory, perceptual, linguistic or cognitive tasks. There i…