Jianhong Wang

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upvoted a paper 6 days ago

Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published 10 days ago • 27

upvoted a paper 7 days ago

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

Paper • 2602.02488 • Published 11 days ago • 32

upvoted a paper 13 days ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published 17 days ago • 26

upvoted a paper 14 days ago

Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published 16 days ago • 21

upvoted a paper 15 days ago

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published 18 days ago • 40

upvoted a paper 16 days ago

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published 21 days ago • 16

upvoted a paper 17 days ago

Learning to Discover at Test Time

Paper • 2601.16175 • Published 22 days ago • 41

upvoted a paper 19 days ago

Behavior Knowledge Merge in Reinforced Agentic Models

Paper • 2601.13572 • Published 24 days ago • 24

upvoted a paper 21 days ago

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published 23 days ago • 72

upvoted a paper 24 days ago

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published 30 days ago • 90

upvoted a paper 28 days ago

User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale

Paper • 2601.08225 • Published Jan 13 • 52

upvoted 2 papers 29 days ago

Token-Level LLM Collaboration via FusionRoute

Paper • 2601.05106 • Published Jan 8 • 40

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

Paper • 2601.06487 • Published Jan 10 • 52

upvoted 2 papers about 1 month ago

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Paper • 2601.06021 • Published Jan 9 • 46

Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 86

upvoted 4 papers about 2 months ago

SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning

Paper • 2512.13874 • Published Dec 15, 2025 • 17

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 106

Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models

Paper • 2512.13607 • Published Dec 15, 2025 • 34

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published Dec 17, 2025 • 20

upvoted a paper 2 months ago

DeepCode: Open Agentic Coding

Paper • 2512.07921 • Published Dec 8, 2025 • 33