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2,237
Efficiently Implementing Episodic Memory
- Proc. of the 8th Intl. Conf. on Case-Based Reasoning
, 2009
"... Abstract. Endowing an intelligent agent with an episodic memory affords it a multitude of cognitive capabilities. However, providing efficient storage and retrieval in a task-independent episodic memory presents considerable theoretical and practical challenges. We characterize the computational iss ..."
Abstract
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Cited by 22 (19 self)
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Abstract. Endowing an intelligent agent with an episodic memory affords it a multitude of cognitive capabilities. However, providing efficient storage and retrieval in a task-independent episodic memory presents considerable theoretical and practical challenges. We characterize the computational
Learning to Use Episodic Memory
"... This paper brings together work in modeling episodic memory and reinforcement learning. We demonstrate that is possible to learn to use episodic memory retrievals while simultaneously learning to act in an external environment. In a series of three experiments we investigate learning what to retriev ..."
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Cited by 4 (2 self)
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This paper brings together work in modeling episodic memory and reinforcement learning. We demonstrate that is possible to learn to use episodic memory retrievals while simultaneously learning to act in an external environment. In a series of three experiments we investigate learning what
Computational Models of Episodic Memory
"... models of episodic memory Biological models of episodic memory IV. Article Definition Computational models of episodic memory constitute mechanistically explicit theories of how we recall previously experienced events, and how we recognize stimuli as having been encountered previously. Because these ..."
Abstract
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Cited by 19 (11 self)
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models of episodic memory Biological models of episodic memory IV. Article Definition Computational models of episodic memory constitute mechanistically explicit theories of how we recall previously experienced events, and how we recognize stimuli as having been encountered previously. Because
Learning to Use Episodic Memory
"... This paper brings together work in modeling episodic memory and reinforcement learning (RL). We demonstrate that is possible to learn to use episodic memory retrievals while simultaneously learning to act in an external environment. In a series of three experiments we investigate using RL to learn w ..."
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This paper brings together work in modeling episodic memory and reinforcement learning (RL). We demonstrate that is possible to learn to use episodic memory retrievals while simultaneously learning to act in an external environment. In a series of three experiments we investigate using RL to learn
Episodic Memory for Autonomous Agents
"... Knowledge about already experienced situations improves the quality of decision making. The outcomes of decisions in the past can be evaluated and used as a feedback mechanism. This enables the decision making unit is able to learn from past situations. In neuro-psychanalysis, this kind of data stor ..."
Abstract
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Cited by 6 (1 self)
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storage is called episodic memory. This work describes an episodic memory architecture derived from theories from psychology and neuropsychoanalysis. The intended applications for this architecture are autonomous agents and building automation systems. The results of the simulation with the autonomous
A Year of Episodic Memory
"... Endowing an intelligent agent with an episodic memory provides knowledge that is invaluable for acting in the present, as well as supporting a wide range of cognitive capabilities. However, affording fast episode retrievals over long agent lifetimes presents significant theoretical and practical cha ..."
Abstract
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Cited by 5 (5 self)
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Endowing an intelligent agent with an episodic memory provides knowledge that is invaluable for acting in the present, as well as supporting a wide range of cognitive capabilities. However, affording fast episode retrievals over long agent lifetimes presents significant theoretical and practical
Episodic Memory for Companion Dialogue
"... We present an episodic memory component for enhancing the dialogue of artificial companions with the capability to refer to, take up and comment on past interactions with the user, and to take into account in the dialogue long-term user preferences and interests. The proposed episodic memory is base ..."
Abstract
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Cited by 1 (1 self)
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We present an episodic memory component for enhancing the dialogue of artificial companions with the capability to refer to, take up and comment on past interactions with the user, and to take into account in the dialogue long-term user preferences and interests. The proposed episodic memory
Episodic memory in schizophren
, 2007
"... Incidental encoding was associated with substantially fewer between-group differences (ControlNSchizophrenia) than Intentional encoding. Furthermore, schizophrenia participants exhibited intact activity during encoding of items that were subsequently retrieved. Episodic memory (EM) deficits among in ..."
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Incidental encoding was associated with substantially fewer between-group differences (ControlNSchizophrenia) than Intentional encoding. Furthermore, schizophrenia participants exhibited intact activity during encoding of items that were subsequently retrieved. Episodic memory (EM) deficits among
Extending cognitive architecture with episodic memory
- In Proceedings of the Twenty-Second Conference on Artificial Intelligence AAAI 2007
, 2007
"... In this paper, we explore the hypothesis that episodic memory is a critical component for cognitive architectures that support general intelligence. Episodic memory overlaps with case-based reasoning (CBR) and can be seen as a task-independent, architectural approach to CBR. We define the design spa ..."
Abstract
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Cited by 35 (11 self)
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In this paper, we explore the hypothesis that episodic memory is a critical component for cognitive architectures that support general intelligence. Episodic memory overlaps with case-based reasoning (CBR) and can be seen as a task-independent, architectural approach to CBR. We define the design
Results 1 - 10
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