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Explanatory World Models via Look Ahead Attention for Credit Assignment
Explanations are considered to be a byproduct of our causal understanding of the world. If we would know the actual causal relations, …
Oriol Corcoll, Raul Vicente
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Disentangling causal effects for hierarchical reinforcement learning
Exploration and credit assignment under sparse rewards are still challenging problems. We argue that these challenges arise in part due …
Oriol Corcoll, Raul Vicente
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Disentangling causal effects for hierarchical reinforcement learning
Attention manipulation in reinforcement learning agents
The ability to change others’ attention for our own benefit is referred to as attention manipulation and is known to be an important …
Oriol Corcoll, A. Makkeh, J. Aru, D. Theis, R. Vicente
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Attention manipulation in reinforcement learning agents