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Collections including paper arxiv:2510.25889

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

Paper • 2510.25616 • Published Oct 29, 2025 • 105
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
EBT-Policy: Energy Unlocks Emergent Physical Reasoning Capabilities

Paper • 2510.27545 • Published Oct 31, 2025 • 50

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Paper • 2510.27607 • Published Oct 31, 2025 • 10
A Survey on Efficient Vision-Language-Action Models

Paper • 2510.24795 • Published Oct 27, 2025 • 6
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach

Paper • 2512.02834 • Published Dec 2, 2025 • 41

Emu3.5: Native Multimodal Models are World Learners

Paper • 2510.26583 • Published Oct 30, 2025 • 111
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

Continual Learning - VLA

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

Paper • 2509.09372 • Published Sep 11, 2025 • 246
VLA-R1: Enhancing Reasoning in Vision-Language-Action Models

Paper • 2510.01623 • Published Oct 2, 2025 • 12
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 230
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

Paper • 2511.09515 • Published Nov 12, 2025 • 19

Chain of thought

NousResearch/Hermes-4-70B-FP8

Text Generation • 71B • Updated Sep 12, 2025 • 173 • 25
NousResearch/Hermes-4-405B-FP8

Text Generation • Updated Sep 2, 2025 • 248 • 21
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

Paper • 2508.21365 • Published Aug 29, 2025 • 29
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent

Paper • 2509.15566 • Published Sep 19, 2025 • 14

Papers_robots-RL

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Paper • 2510.27607 • Published Oct 31, 2025 • 10

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 52
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

ARE: Scaling Up Agent Environments and Evaluations

Paper • 2509.17158 • Published Sep 21, 2025 • 36
ARTDECO: Towards Efficient and High-Fidelity On-the-Fly 3D Reconstruction with Structured Scene Representation

Paper • 2510.08551 • Published Oct 9, 2025 • 34
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention

Paper • 2510.04212 • Published Oct 5, 2025 • 26
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28

Vision Language Action models

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 34
MolmoAct: Action Reasoning Models that can Reason in Space

Paper • 2508.07917 • Published Aug 11, 2025 • 44
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies

Paper • 2508.20072 • Published Aug 27, 2025 • 32

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

Paper • 2510.25616 • Published Oct 29, 2025 • 105
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
EBT-Policy: Energy Unlocks Emergent Physical Reasoning Capabilities

Paper • 2510.27545 • Published Oct 31, 2025 • 50

Papers_robots-RL

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Paper • 2510.27607 • Published Oct 31, 2025 • 10

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model

Paper • 2510.27607 • Published Oct 31, 2025 • 10
A Survey on Efficient Vision-Language-Action Models

Paper • 2510.24795 • Published Oct 27, 2025 • 6
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach

Paper • 2512.02834 • Published Dec 2, 2025 • 41

π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

Emu3.5: Native Multimodal Models are World Learners

Paper • 2510.26583 • Published Oct 30, 2025 • 111
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

GigaBrain-0: A World Model-Powered Vision-Language-Action Model

Paper • 2510.19430 • Published Oct 22, 2025 • 52
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models

Paper • 2510.25889 • Published Oct 29, 2025 • 66

Continual Learning - VLA

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

Paper • 2509.09372 • Published Sep 11, 2025 • 246
VLA-R1: Enhancing Reasoning in Vision-Language-Action Models

Paper • 2510.01623 • Published Oct 2, 2025 • 12
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 230
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

Paper • 2511.09515 • Published Nov 12, 2025 • 19

ARE: Scaling Up Agent Environments and Evaluations

Paper • 2509.17158 • Published Sep 21, 2025 • 36
ARTDECO: Towards Efficient and High-Fidelity On-the-Fly 3D Reconstruction with Structured Scene Representation

Paper • 2510.08551 • Published Oct 9, 2025 • 34
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention

Paper • 2510.04212 • Published Oct 5, 2025 • 26
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28

Chain of thought

NousResearch/Hermes-4-70B-FP8

Text Generation • 71B • Updated Sep 12, 2025 • 173 • 25
NousResearch/Hermes-4-405B-FP8

Text Generation • Updated Sep 2, 2025 • 248 • 21
Think in Games: Learning to Reason in Games via Reinforcement Learning with Large Language Models

Paper • 2508.21365 • Published Aug 29, 2025 • 29
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent

Paper • 2509.15566 • Published Sep 19, 2025 • 14

Vision Language Action models

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2, 2025 • 39
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 34
MolmoAct: Action Reasoning Models that can Reason in Space

Paper • 2508.07917 • Published Aug 11, 2025 • 44
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies

Paper • 2508.20072 • Published Aug 27, 2025 • 32

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