Autonomous agents, tool use, and agentic systems
![[2506.20964] Evidence-based diagnostic reasoning with multi-agent copilot for human pathology](https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
Abstract page for arXiv paper 2506.20964: Evidence-based diagnostic reasoning with multi-agent copilot for human pathology
Abstract page for arXiv paper 2601.08323: AtomMem : Learnable Dynamic Agentic Memory with Atomic Memory Operation
Abstract page for arXiv paper 2603.18349: Large-Scale Analysis of Persuasive Content on Moltbook
Abstract page for arXiv paper 2603.02630: MASPOB: Bandit-Based Prompt Optimization for Multi-Agent Systems with Graph Neural Networks
Abstract page for arXiv paper 2603.03233: AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework
Abstract page for arXiv paper 2603.03212: NeuroSkill(tm): Proactive Real-Time Agentic System Capable of Modeling Human State of Mind
Abstract page for arXiv paper 2603.02604: Heterogeneous Agent Collaborative Reinforcement Learning
Abstract page for arXiv paper 2603.03175: Saarthi for AGI: Towards Domain-Specific General Intelligence for Formal Verification
Abstract page for arXiv paper 2603.03147: Agentic AI-based Coverage Closure for Formal Verification
Abstract page for arXiv paper 2603.03119: AI Space Physics: Constitutive boundary semantics for open AI institutions
Abstract page for arXiv paper 2603.02510: ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evol...
Abstract page for arXiv paper 2603.03078: RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization
Abstract page for arXiv paper 2603.03018: REGAL: A Registry-Driven Architecture for Deterministic Grounding of Agentic AI in Enterprise T...
Abstract page for arXiv paper 2603.03005: OrchMAS: Orchestrated Reasoning with Multi Collaborative Heterogeneous Scientific Expert Struct...
Abstract page for arXiv paper 2603.02426: Personalized Multi-Agent Average Reward TD-Learning via Joint Linear Approximation
Abstract page for arXiv paper 2603.02766: EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Abstract page for arXiv paper 2603.02711: A Natural Language Agentic Approach to Study Affective Polarization
Abstract page for arXiv paper 2603.02601: AgentAssay: Token-Efficient Regression Testing for Non-Deterministic AI Agent Workflows
Abstract page for arXiv paper 2603.02586: LiveAgentBench: Comprehensive Benchmarking of Agentic Systems Across 104 Real-World Challenges
Abstract page for arXiv paper 2603.02229: Safety Training Persists Through Helpfulness Optimization in LLM Agents
Abstract page for arXiv paper 2603.02240: SuperLocalMemory: Privacy-Preserving Multi-Agent Memory with Bayesian Trust Defense Against Mem...
For the past few weeks I've been building The Experiment — a live reality show where 10 AI agents are actually playing a game against eac...
Working on a practical problem that I think has an interesting ML angle. In agentic LLM workflows (tool use, multi-step reasoning, ReAct-...
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