🤖 AI Agents - Bingran · Scour

Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning

🔍Interpretability Academic

Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents

🧠AI Research Academic

SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement

💬LLMs Academic

Context-Fractured Decomposition Attacks on Tool-Using LLM Agents: Exploiting Artifact Provenance Gaps

💬LLMs Academic

CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments

💬LLMs Academic

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

🖥️ML Systems Academic

PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting

🔍Interpretability Academic

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

⚙️Model Training Academic

LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics

💬LLMs Academic

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

💬LLMs Academic

APPO: Agentic Procedural Policy Optimization

🎮Reinforcement Learning Academic

TRACE: Trajectory Reasoning through Adaptive Cross-Step Evidence Aggregation for LLM Agents

🎮Reinforcement Learning Academic

The Cold-Start Safety Gap in LLM Agents

💬LLMs Academic

Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents

🎮Reinforcement Learning Academic

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

🎮Reinforcement Learning Academic

DeployBench: Benchmarking LLM Agents for Research Artifact Deployment

🖥️ML Systems Academic

Runtime Skill Audit: Targeted Runtime Probing for Agent Skill Security

🎮Reinforcement Learning Academic

Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents

🎮Reinforcement Learning Academic

Beyond Compaction: Structured Context Eviction for Long-Horizon Agents

🎮Reinforcement Learning Academic

ToolChoiceConfusion: Causal Minimal Tool Filtering for Reliable LLM Agents

💬LLMs Academic

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