Kunal Srinivasan

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upvoted 2 papers about 15 hours ago

ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning

Paper • 2610.18683 • Published 4 days ago • 26

Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery

Paper • 2610.32195 • Published 6 days ago • 42

upvoted 2 papers 2 days ago

Co-adaptive Rule Routing and Constraining for Structured Knowledge Retrieval

Paper • 2610.14465 • Published 12 days ago • 9

Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs

Paper • 2610.27103 • Published 10 days ago • 41

upvoted 3 papers 4 days ago

Learning from Fleet Experience: A Collective Learning Paradigm for Robots

Paper • 2610.25736 • Published 10 days ago • 139

CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents

Paper • 2610.24960 • Published 11 days ago • 56

Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally

Paper • 2610.21204 • Published 14 days ago • 23

upvoted 4 papers 5 days ago

OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling

Paper • 2610.22355 • Published 14 days ago • 47

EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents

Paper • 2610.16523 • Published 17 days ago • 26

Training the Whole Agent, Not Just the Model

Paper • 2610.28069 • Published 9 days ago • 20

Quant-Arena: Benchmarking LLM Agents for Quantitative Trading Research

Paper • 2610.30113 • Published 8 days ago • 30

upvoted 5 papers 6 days ago

Answering in the User's Variety: Calibrated Accommodation Pairs for Post-Training

Paper • 2610.28474 • Published 9 days ago • 16

AgenticRoboRL: Bringing Coding-Agent Post-Training to Agentic Robotics

Paper • 2610.28589 • Published 9 days ago • 49

Harness Scaling for Generalizable Agentic Reinforcement Learning

Paper • 2610.29458 • Published 8 days ago • 33

PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis

Paper • 2610.20538 • Published 15 days ago • 72

DONIC: Generalist Dexterous Bimanual Tracking Control from Human Demonstrations

Paper • 2610.29997 • Published 8 days ago • 162

upvoted 4 papers 7 days ago

Co-Evolving Acting and Forecasting for Language Agents

Paper • 2610.20597 • Published 14 days ago • 16

Manga2Animate: An Agentic Framework for Faithful Manga Animation with Script and Storyboard Planning

Paper • 2610.26851 • Published 10 days ago • 33

Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning

Paper • 2610.23181 • Published 13 days ago • 57

Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards

Paper • 2610.22448 • Published 14 days ago • 24