» Tag
continual-learning
2 postsVoltMem: A Volatility-Aware Memory Layer for LLM Agents
VoltMem adds domain-specific volatility priors to LLM agent memory, resolving stale-vs-stable fact conflicts that flat memory layers like Mem0 miss.
World models remember, actors forget: fixing catastrophic forgetting in RL
Research shows world models retain memory in continual RL while actors forget; graded dream rehearsal recovers skills with zero environment interaction.
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