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Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Paper • 2603.19220 • Published • 70 -
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Paper • 2605.20164 • Published • 6 -
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment
Paper • 2605.19577 • Published • 59 -
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
Paper • 2605.18703 • Published • 50
Collections
Discover the best community collections!
Collections including paper arxiv:2607.08964
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ClawEnvKit: Automatic Environment Generation for Claw-Like Agents
Paper • 2604.18543 • Published • 30 -
Near-Future Policy Optimization
Paper • 2604.20733 • Published • 77 -
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
Paper • 2604.20987 • Published • 22 -
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering
Paper • 2602.23161 • Published
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4D Human-Scene Reconstruction from Low-Overlap Captures
Paper • 2607.09125 • Published • 42 -
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
Paper • 2505.24858 • Published • 17 -
Metacognition in LLMs: Foundations, Progress, and Opportunities
Paper • 2607.11881 • Published • 17 -
Video Generation Models are General-Purpose Vision Learners
Paper • 2607.09024 • Published • 59
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Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward
Paper • 2510.03222 • Published • 76 -
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Paper • 2510.05592 • Published • 112 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 518 -
Multi-Agent Tool-Integrated Policy Optimization
Paper • 2510.04678 • Published • 31
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Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Paper • 2505.13227 • Published • 46 -
facebook/natural_reasoning
Viewer • Updated • 1.15M • 2.12k • 574 -
nvidia/OpenMathReasoning
Viewer • Updated • 5.68M • 14k • 467 -
Search Arena: Analyzing Search-Augmented LLMs
Paper • 2506.05334 • Published • 19
-
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Paper • 2603.19220 • Published • 70 -
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
Paper • 2605.20164 • Published • 6 -
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment
Paper • 2605.19577 • Published • 59 -
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
Paper • 2605.18703 • Published • 50
-
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents
Paper • 2604.18543 • Published • 30 -
Near-Future Policy Optimization
Paper • 2604.20733 • Published • 77 -
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
Paper • 2604.20987 • Published • 22 -
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering
Paper • 2602.23161 • Published
-
Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward
Paper • 2510.03222 • Published • 76 -
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Paper • 2510.05592 • Published • 112 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 518 -
Multi-Agent Tool-Integrated Policy Optimization
Paper • 2510.04678 • Published • 31
-
4D Human-Scene Reconstruction from Low-Overlap Captures
Paper • 2607.09125 • Published • 42 -
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
Paper • 2505.24858 • Published • 17 -
Metacognition in LLMs: Foundations, Progress, and Opportunities
Paper • 2607.11881 • Published • 17 -
Video Generation Models are General-Purpose Vision Learners
Paper • 2607.09024 • Published • 59
-
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Paper • 2505.13227 • Published • 46 -
facebook/natural_reasoning
Viewer • Updated • 1.15M • 2.12k • 574 -
nvidia/OpenMathReasoning
Viewer • Updated • 5.68M • 14k • 467 -
Search Arena: Analyzing Search-Augmented LLMs
Paper • 2506.05334 • Published • 19