Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
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2509.07980
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Published
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102
RL
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Robot Learning from a Physical World Model
Paper • 2511.07416 • Published • 30 -
MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning
Paper • 2511.06805 • Published • 12 -
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
Paper • 2511.17592 • Published • 118 -
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Paper • 2511.19399 • Published • 60 -
OmniRefiner: Reinforcement-Guided Local Diffusion Refinement
Paper • 2511.19990 • Published • 3 -
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
Paper • 2511.22699 • Published • 227 -
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Paper • 2512.05150 • Published • 74 -
LightRAG: Simple and Fast Retrieval-Augmented Generation
Paper • 2410.05779 • Published • 27 -
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper • 2503.14476 • Published • 144 -
VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation
Paper • 2601.02256 • Published • 32 -
NitroGen: An Open Foundation Model for Generalist Gaming Agents
Paper • 2601.02427 • Published • 41 -
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization
Paper • 2601.04582 • Published • 9 -
Efficient Camera-Controlled Video Generation of Static Scenes via Sparse Diffusion and 3D Rendering
Paper • 2601.09697 • Published • 7