Spiral RL

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Benjamin-eecs 

authored a paper 3 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 82

simonycl 

updated a model 3 months ago

spiral-rl/Spiral-Octothinker-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025

simonycl 

updated a collection 3 months ago

SPIRAL

Collection

8 items • Updated Nov 6, 2025 • 2

simonycl 

published a model 3 months ago

spiral-rl/Spiral-Octothinker-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025

simonycl 

updated a model 3 months ago

spiral-rl/Spiral-Llama3-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025

simonycl 

published a model 3 months ago

spiral-rl/Spiral-Llama3-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025

simonycl 

updated a model 3 months ago

spiral-rl/Spiral-Qwen3-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025 • 1 • 1

simonycl 

published a model 3 months ago

spiral-rl/Spiral-Qwen3-8B-Multi-Env

Text Generation • 8B • Updated Nov 6, 2025 • 1 • 1

simonycl 

updated a model 3 months ago

spiral-rl/Spiral-Qwen3-4B-Multi-Env

Text Generation • 4B • Updated Nov 6, 2025 • 4

simonycl 

published a model 3 months ago

spiral-rl/Spiral-Qwen3-4B-Multi-Env

Text Generation • 4B • Updated Nov 6, 2025 • 4

Benjamin-eecs 

authored a paper 3 months ago

SPICE: Self-Play In Corpus Environments Improves Reasoning

Paper • 2510.24684 • Published Oct 28, 2025 • 18

simonycl 

authored a paper 4 months ago

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

Paper • 2510.01171 • Published Oct 1, 2025 • 19

Benjamin-eecs 

authored 2 papers 4 months ago

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Paper • 2510.08697 • Published Oct 9, 2025 • 38

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 273

simonycl 

authored a paper 4 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 90

lkevinzc 

authored 2 papers 4 months ago

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine

Paper • 2206.10558 • Published Jun 21, 2022 • 2

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14, 2025 • 13