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I've Been Here Before! Location and Appraisal in Memory


Abstract The objective of our current work was to create a model for agent memory retrieval of emotionally relevant episodes. We analyzed agent architectures that support memory retrieval realizing that none fulfilled all of our requirements. We designed an episodic memory retrieval model consisting of two main steps: location ecphory, in which the agent's current location is matched against stored memories associated locations; and recollective experience, in which memories that had a positive match are re-appraised. We implemented our model and used it to drive the behavior of characters in a game application. We recorded the application running and used the videos to create a non-interactive evaluation. The evaluation's results are consistent with our hypothesis that agents with memory retrieval of emotionally relevant episodes would be perceived as more believable than similar agents without it.
Year 2011
Keywords memory retrieval, episodic memory, believability, emotions, appraisal, ecphory
Authors Paulo F. Gomes, Carlos Martinho, Ana Paiva
Booktitle Proc. of The 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2011)
Publisher IFAAMAS (http://www.aamas-conference.org/)
Pdf File \"pdf
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@inproceedings { gomes11, abstract = {The objective of our current work was to create a model for agent memory retrieval of emotionally relevant episodes. We analyzed agent architectures that support memory retrieval realizing that none fulfilled all of our requirements. We designed an episodic memory retrieval model consisting of two main steps: location ecphory, in which the agent's current location is matched against stored memories associated locations; and recollective experience, in which memories that had a positive match are re-appraised. We implemented our model and used it to drive the behavior of characters in a game application. We recorded the application running and used the videos to create a non-interactive evaluation. The evaluation's results are consistent with our hypothesis that agents with memory retrieval of emotionally relevant episodes would be perceived as more believable than similar agents without it.}, booktitle = {Proc. of The 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2011)}, keywords = {memory retrieval, episodic memory, believability, emotions, appraisal, ecphory}, note = {To appear}, publisher = {IFAAMAS (http://www.aamas-conference.org/)}, title = {I've Been Here Before! Location and Appraisal in Memory}, year = {2011}, author = {Paulo F. Gomes and Carlos Martinho and Ana Paiva} }

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