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Collections including paper arxiv:2602.12099

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Paper • 2602.10560 • Published Feb 11 • 31
G-LNS: Generative Large Neighborhood Search for LLM-Based Automatic Heuristic Design

Paper • 2602.08253 • Published Feb 9 • 26
ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression

Paper • 2602.11008 • Published Feb 11 • 18

Towards Bridging the Gap between Large-Scale Pretraining and Efficient Finetuning for Humanoid Control

Paper • 2601.21363 • Published Jan 29 • 4
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61

openai/gpt-oss-120b

Text Generation • 120B • Updated Aug 26, 2025 • 3.48M • • 4.71k
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published Dec 23, 2025 • 62
Nested Browser-Use Learning for Agentic Information Seeking

Paper • 2512.23647 • Published Dec 29, 2025 • 19
TimeBill: Time-Budgeted Inference for Large Language Models

Paper • 2512.21859 • Published Dec 26, 2025 • 25

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26, 2025 • 7
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14, 2025 • 99
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25, 2025 • 217
Qwen3-Omni Technical Report

Paper • 2509.17765 • Published Sep 22, 2025 • 153

about 12 hours ago

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published Jun 13, 2024 • 47
CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Paper • 2411.19650 • Published Nov 29, 2024
Octo: An Open-Source Generalist Robot Policy

Paper • 2405.12213 • Published May 20, 2024 • 29
Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression

Paper • 2412.03293 • Published Dec 4, 2024

AI advancements to check into

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61
Think Dense, Not Long: Dynamic Decoupled Conditional Advantage for Efficient Reasoning

Paper • 2602.02099 • Published Feb 2

about 1 month ago

Beyond Imitation: Reinforcement Learning for Active Latent Planning

Paper • 2601.21598 • Published Jan 29 • 10
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42
Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published Feb 3 • 31
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61

Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning

Paper • 2506.06205 • Published Jun 6, 2025 • 30
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation

Paper • 2506.07530 • Published Jun 9, 2025 • 20
Ark: An Open-source Python-based Framework for Robot Learning

Paper • 2506.21628 • Published Jun 24, 2025 • 16
RoboBrain 2.0 Technical Report

Paper • 2507.02029 • Published Jul 2, 2025 • 35

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 60
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

Foundation Models in Robotics: Applications, Challenges, and the Future

Paper • 2312.07843 • Published Dec 13, 2023 • 16
Neural Fields in Robotics: A Survey

Paper • 2410.20220 • Published Oct 26, 2024 • 5
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset

Paper • 2410.22325 • Published Oct 29, 2024 • 10
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning

Paper • 2410.21845 • Published Oct 29, 2024 • 16

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Paper • 2602.10560 • Published Feb 11 • 31
G-LNS: Generative Large Neighborhood Search for LLM-Based Automatic Heuristic Design

Paper • 2602.08253 • Published Feb 9 • 26
ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression

Paper • 2602.11008 • Published Feb 11 • 18

AI advancements to check into

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61
Think Dense, Not Long: Dynamic Decoupled Conditional Advantage for Efficient Reasoning

Paper • 2602.02099 • Published Feb 2

Towards Bridging the Gap between Large-Scale Pretraining and Efficient Finetuning for Humanoid Control

Paper • 2601.21363 • Published Jan 29 • 4
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61

about 1 month ago

Beyond Imitation: Reinforcement Learning for Active Latent Planning

Paper • 2601.21598 • Published Jan 29 • 10
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42
Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published Feb 3 • 31
GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 61

openai/gpt-oss-120b

Text Generation • 120B • Updated Aug 26, 2025 • 3.48M • • 4.71k
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published Dec 23, 2025 • 62
Nested Browser-Use Learning for Agentic Information Seeking

Paper • 2512.23647 • Published Dec 29, 2025 • 19
TimeBill: Time-Budgeted Inference for Large Language Models

Paper • 2512.21859 • Published Dec 26, 2025 • 25

Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning

Paper • 2506.06205 • Published Jun 6, 2025 • 30
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation

Paper • 2506.07530 • Published Jun 9, 2025 • 20
Ark: An Open-source Python-based Framework for Robot Learning

Paper • 2506.21628 • Published Jun 24, 2025 • 16
RoboBrain 2.0 Technical Report

Paper • 2507.02029 • Published Jul 2, 2025 • 35

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems

Paper • 2503.20756 • Published Mar 26, 2025 • 7
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14, 2025 • 99
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25, 2025 • 217
Qwen3-Omni Technical Report

Paper • 2509.17765 • Published Sep 22, 2025 • 153

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 60
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

about 12 hours ago

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published Jun 13, 2024 • 47
CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Paper • 2411.19650 • Published Nov 29, 2024
Octo: An Open-Source Generalist Robot Policy

Paper • 2405.12213 • Published May 20, 2024 • 29
Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression

Paper • 2412.03293 • Published Dec 4, 2024

Foundation Models in Robotics: Applications, Challenges, and the Future

Paper • 2312.07843 • Published Dec 13, 2023 • 16
Neural Fields in Robotics: A Survey

Paper • 2410.20220 • Published Oct 26, 2024 • 5
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Dataset

Paper • 2410.22325 • Published Oct 29, 2024 • 10
Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning

Paper • 2410.21845 • Published Oct 29, 2024 • 16

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