…This design allows agents to accumulate, select, and refine task-relevant cases , transforming past experience into actionable knowledge. Across 16 diverse tasks spanning medical diagnosis, legal analysis, code generation, web search, tool…
…Selective and Dependency-Structured Memory Construction for LLM Agents (2026) MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents (2026) CodeTracer: Towards Traceable Agent States (2026) Please give…
…performance. Code at https://github.com/millioniron/ROLL. View arXiv page View PDF GitHub 3 Add to collection Community Asynchronous reinforcement learning improves rollout throughput for large language model agents by decoupling…
…https://pixel-searcher.github.io/ Code: https://github.com/yangbokang/pixel-searcher Get this paper in your agent: hf papers read 2605.12497 Don't have the latest CLI? curl -LsSf https…
…We will release all data, code, and models to support open research on multimodal deep search agents. View arXiv page View PDF Project page GitHub 201 Add to collection Community Github Page…
…View arXiv page View PDF GitHub 4 Add to collection Community Code: https://github.com/joykirat18/Agent-BRACE Get this paper in your agent: hf papers read 2605.11436 Don't have…
…An Open Recipe for Multimodal Deep Search Agents (2026) VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents (2026) Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? (2026) HyperEyes…
…agent can reuse learned sub-policies and search over their possible compositions as goals change. Inspired by this, Dynamic Latent Routing lets an LLM learn its own inner monologue . Each code acts…
…Making Interactive Courseware with Generative UI Published on Apr 28 Submitted by Shangqing Tu on Apr 29 Knowledge Engineer Group @ Tsinghua University Authors: , , , , , , , , , Abstract MAIC-UI is a zero-code system for…
…https://x-plug.github.io/ToolCUA/ Code: https://github.com/X-PLUG/ToolCUA Model: https://huggingface.co/mPLUG/ToolCUA-8B Get this paper in your agent: hf papers read 2605.12481 Don…