Skill^{infty}: Recursive Self-Improvement for Agent Skill Optimization
Paper • 2610.35434 • Published • 9
Trolle Karlsson
trollek
AI & ML interests
Stable Diffusion and small language models, but I'm a curious fella.
Recent Activity
upvoted a paper 12 days ago
Skill^{infty}: Recursive Self-Improvement for Agent Skill Optimization upvoted a paper 12 days ago
Extreme Compression of Per-Layer Embeddings via Cross-Layer Latent Vector QuantizationOrganizations
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upvoted 10
papers 12 days ago
Extreme Compression of Per-Layer Embeddings via Cross-Layer Latent Vector Quantization
Paper • 2610.31309 • Published • 13
Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges
Paper • 2610.35193 • Published • 24
Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation
Paper • 2610.33024 • Published • 22
Representation Redistribution in Sparse Autoencoders
Paper • 2610.21240 • Published • 9
Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions
Paper • 2610.37624 • Published • 9
Harness-Model Collaboration for Long-Horizon Continual Learning
Paper • 2610.34724 • Published • 12
Timestral
Paper • 2610.37585 • Published • 15
RSI Arena: Towards Recursive Self-Improvement with Human Feedback
Paper • 2610.33624 • Published • 27
Memory Tax: Dissecting the Net Value of Agent Memory
Paper • 2610.34073 • Published • 27
upvoted 10
papers 20 days ago
UniSkill: Learning Actor-Aligned Skill Proposals for an Evolving Policy
Paper • 2610.10164 • Published • 10
Agentic RAG Evaluation: Budget Allocation Across Questions, Trajectories, and Reads
Paper • 2610.05034 • Published • 9
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles
Paper • 2610.09832 • Published • 12
Recurrent Looped Transformer
Paper • 2610.07591 • Published • 26
SanSi: A Looped Typed Decision Model for System 1.5 Thinking
Paper • 2610.07730 • Published • 17
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks
Paper • 2610.11794 • Published • 37
Judging in Latent Space: Efficient Generative Reward Modeling via Semantics-Preserving Compression
Paper • 2610.09788 • Published • 14
Hybrid Reasoning Agents
Paper • 2610.18861 • Published • 38
LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation
Paper • 2610.19975 • Published • 43
Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refine
Paper • 2610.22192 • Published • 31