Lucas Rodriguez

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upvoted 2 papers 15 days ago

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 19 days ago • 81

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 18 days ago • 117

upvoted a paper 16 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 18 days ago • 333

upvoted a paper 17 days ago

Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling

Paper • 2608.30821 • Published 19 days ago • 66

upvoted a paper 21 days ago

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Paper • 2608.25518 • Published 24 days ago • 59

upvoted a paper 22 days ago

WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation

Paper • 2608.24479 • Published 25 days ago • 50

upvoted 3 papers about 1 month ago

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

Paper • 2608.11924 • Published Aug 12 • 108

SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

Paper • 2608.07468 • Published Aug 7 • 41

Recursive Synthesis for Long-Horizon Terminal Tasks

Paper • 2608.05466 • Published Aug 7 • 109

upvoted a paper about 2 months ago

Predictive Divergence Masks for LLM RL

Paper • 2607.10848 • Published Jul 12 • 10

upvoted 3 papers 2 months ago

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

Paper • 2607.14952 • Published Jul 16 • 91

SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review

Paper • 2607.06065 • Published Jul 7 • 11

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 52

upvoted 5 papers 4 months ago

Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios

Paper • 2605.28618 • Published May 27 • 30

Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism

Paper • 2606.00408 • Published May 29 • 64

Representation over Routing: Diagnosing Temporal Routing Pathologies in Multi-Timescale PPO

Paper • 2604.13517 • Published May 30 • 3

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools

Paper • 2605.20682 • Published May 20 • 35

Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization

Paper • 2605.13641 • Published May 13 • 9

upvoted 2 papers 5 months ago

WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models

Paper • 2604.18224 • Published Apr 20 • 21

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 130