episodic memory
Episodic memory in AI refers to a model's ability to remember and utilize specific past events or experiences in decision-making. Implementing episodic memory improves an agent's adaptability and allows it to perform more effectively in dynamic environments.
- 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
- Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360° Firefighting Video
- IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios
- MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
- VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory