Ji Shuo

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authored 3 papers about 2 months ago

Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates

Paper • 2601.18510 • Published Jan 26 • 1

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections

Paper • 2602.15654 • Published Mar 5

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 76

upvoted 2 papers about 2 months ago

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 76

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 143