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upvoted a paper 16 days ago

Code as Agent Harness

Paper • 2605.18747 • Published 18 days ago • 213

upvoted a paper 3 months ago

XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published Mar 12 • 34

upvoted a paper 4 months ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204

upvoted a paper 5 months ago

Future-KL Regularized GRPO: Process-Level Credit Assignment from f-Divergence Regularization

Paper • 2601.10201 • Published 13 days ago • 10

upvoted 2 papers 10 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models

Paper • 2407.08039 • Published Jul 10, 2024 • 1

upvoted 2 papers 12 months ago

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination

Paper • 2502.16143 • Published Feb 22, 2025 • 6

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73

upvoted 3 papers about 1 year ago

Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Paper • 2505.13508 • Published May 16, 2025 • 16

OTC: Optimal Tool Calls via Reinforcement Learning

Paper • 2504.14870 • Published Apr 21, 2025 • 35

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16, 2025 • 49