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SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory  💬Prompt Engineering
arxiv.org·1d
Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems  💬Prompt Engineering
arxiv.org·1d
H-Mem: A Novel Memory Mechanism for Evolving and Retrieving Agent Memory via a Hybrid Structure  🔲Cellular Automata
arxiv.org·1d
Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism  🔢Kolmogorov Complexity
arxiv.org·5d
Prompting Policies for Multi-step Reasoning and Tool-Use in Black-box LLMs with Iterative Distillation of Experience  💬Prompt Engineering
arxiv.org·4d
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning  🎮Game Theory
arxiv.org·6d
From Noise to Diversity: Random Embedding Injection in LLM Reasoning  🔗RAG
arxiv.org·6d
Efficient LLM Reasoning via Variational Posterior Guidance with Efficiency Awareness  📊Bayesian Inference
arxiv.org·6d
Grounded Continuation: A Linear-Time Runtime Verifier for LLM Conversations  🤖Local LLMs
arxiv.org·4d
Targeted Tests for LLM Reasoning: An Audit-Constrained Protocol  🔢Kolmogorov Complexity
arxiv.org·6d
Stateful Reasoning via Insight Replay  💬Prompt Engineering
arxiv.org·4d
Drop the Act: Probe-Filtered RL for Faithful Chain-of-Thought Reasoning  💬Prompt Engineering
arxiv.org·6d
OpenDeepThink: Parallel Reasoning via Bradley--Terry Aggregation  💬Prompt Engineering
arxiv.org·4d
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems  🤖AI Agents
arxiv.org·4d
Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers  💬Prompt Engineering
arxiv.org·6d
Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning  🧩Cognitive Architecture
arxiv.org·4d
CHAL: Council of Hierarchical Agentic Language  🎭Anthropic Claude
arxiv.org·5d
Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies  🤖AI Agents
arxiv.org·6d
PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement  🤖AI Agents
arxiv.org·6d
PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents  🕸️Knowledge Graphs
arxiv.org·5d

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