Unified theories of cognition
Computational Intelligence
Case-based reasoning
Continuous case-based reasoning
Artificial Intelligence
Extending the Soar Cognitive Architecture
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Efficiently Implementing Episodic Memory
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Understanding behaviors of a constructive memory agent: A markov chain analysis
Knowledge-Based Systems
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
UPBOT: a testbed for cyber-physical systems
CSET'10 Proceedings of the 3rd international conference on Cyber security experimentation and test
Human-like memory retrieval mechanisms for social companions
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
A review of long-term memory in natural and synthetic systems
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
Learning to use episodic memory
Cognitive Systems Research
Cognitive architectures: Research issues and challenges
Cognitive Systems Research
Memory formation, consolidation, and forgetting in learning agents
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
On the road to thinking machines: insights and ideas
CiE'12 Proceedings of the 8th Turing Centenary conference on Computability in Europe: how the world computes
Enhancing human computer interaction with episodic memory in a virtual guide
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
An emotion understanding framework for intelligent agents based on episodic and semantic memories
Autonomous Agents and Multi-Agent Systems
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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 space for episodic memory systems and the criteria any implementation must meet to be useful in a cognitive architecture. We present an implementation and demonstrate how episodic memory, combined with other components of a cognitive architecture, supports a wealth of cognitive capabilities that are difficult to attain without it.