Decision-Sufficient State Representations: Measuring and Reducing Write-Time Regret
cs.AI, cs.CL, cs.LG
Submitted: 2026-09-26
Updated: 2026-09-29
Terminology
Sources
- Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
- TextWorld: A Learning Environment for Text-based Games
- PABU: Progress-Aware Belief Update for Efficient LLM Agents
- ACON: Optimizing Context Compression for Long-horizon LLM Agents
- Belief Memory: Agent Memory Under Partial Observability
- MemGPT: Towards LLMs as Operating Systems
- Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty
- Scaling Long-Horizon LLM Agent via Context-Folding
- Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models
- A-MEM: Agentic Memory for LLM Agents
- Qwen3 Technical Report
- MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
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