Unverified50% confidenceFactExact time
Routed CL groups past trajectories into multiple clusters, each maintained by one memory system from a fixed library of memory systems; before each run, an LLM-based router decides, based on the problem statement, memory system descriptions, and cluster summaries, whether to reuse an existing cluster or create a new one.
1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedRouted Continual Learning (Routed CL) is a continual learning architecture that decides how to partition and retain experience, with its core idea being to treat continual learning as a routing problem—selecting not only the learning mechanism but also the state cluster, rather than committing globally to a single representation.70% similarUnverifiedA ring buffer is a fixed-size data structure that uses write and read pointers moving cyclically over a preallocated array; when the write pointer catches up with the read pointer, new data overwrites the oldest data or the new data is simply discarded.65% similarUnverifiedRecurrent network architectures (such as LSTM/GRU) endow agents with the ability to remember historical observations by maintaining a hidden state that is updated across time steps, thereby enabling coherent decision-making in partially observable environments.63% similarUnverifiedStride records the number of memory units that must be skipped to move one step in each dimension, enabling operations such as transposition and slicing to be completed by modifying strides without copying data63% similarUnverifiedRecurrent Looped Transformer proposes having part of the model's layer structure be invoked repeatedly in a recurrent manner, providing variable reasoning depth without increasing the number of parameters.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1113831API
curl https://kongchang.com/api/v1/knowledge/claims/1113831MCP
get_claim(id=1113831)