Jianhong Wang

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upvoted a paper 1 day ago

Emergent Social Intelligence Risks in Generative Multi-Agent Systems

Paper • 2603.27771 • Published 3 days ago • 45

upvoted a paper 23 days ago

Beyond Language Modeling: An Exploration of Multimodal Pretraining

Paper • 2603.03276 • Published 29 days ago • 102

upvoted 3 papers about 1 month ago

EgoPush: Learning End-to-End Egocentric Multi-Object Rearrangement for Mobile Robots

Paper • 2602.18071 • Published Feb 20 • 22

Multi-agent cooperation through in-context co-player inference

Paper • 2602.16301 • Published Feb 18 • 24

Experiential Reinforcement Learning

Paper • 2602.13949 • Published Feb 15 • 71

upvoted an article about 2 months ago

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Article

Forge: Scalable Agent RL Framework and Algorithm

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Feb 13

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143

upvoted 2 papers about 2 months ago

Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published Feb 3 • 31

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

Paper • 2602.02488 • Published Feb 2 • 36

upvoted 8 papers 2 months ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 27

Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21

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

Paper • 2601.18778 • Published Jan 26 • 41

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18

Learning to Discover at Test Time

Paper • 2601.16175 • Published Jan 22 • 44

Behavior Knowledge Merge in Reinforced Agentic Models

Paper • 2601.13572 • Published Jan 20 • 27

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

Paper • 2601.15165 • Published Jan 21 • 73

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 92

upvoted 4 papers 3 months ago

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

Paper • 2601.08225 • Published Jan 13 • 53

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 • 53

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

Paper • 2601.06021 • Published Jan 9 • 47