haneol j. kim

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upvoted 15 papers 1 day ago

FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading

Paper • 2502.11433 • Published Feb 17 • 36

Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9 • 38

RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning

Paper • 2502.13144 • Published Feb 18 • 40

Learning Getting-Up Policies for Real-World Humanoid Robots

Paper • 2502.12152 • Published Feb 17 • 42

Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12 • 48

Towards an AI co-scientist

Paper • 2502.18864 • Published Feb 26 • 49

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published Feb 25 • 74

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 113

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31 • 120

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 151

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 155

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

Paper • 2502.15007 • Published Feb 20 • 175

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 191

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published Feb 13 • 195

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 226

upvoted 5 papers 3 months ago

PaSa: An LLM Agent for Comprehensive Academic Paper Search

Paper • 2501.10120 • Published Jan 17 • 49

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 114

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20 • 105

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 384

Improving Video Generation with Human Feedback

Paper • 2501.13918 • Published Jan 23 • 50