Continual Learning

Memory library for building stateful agents

Let Skills Evolve Collectively with Agentic Evolver

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

Library for automatic retraining and continual learning

Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents