Spiral RL

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Benjamin-eecs 

authored a paper 30 days ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5 • 80

simonycl 

updated a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 5

simonycl 

updated a collection about 1 month ago

SPIRAL

Collection

8 items • Updated about 1 month ago • 2

simonycl 

published a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 5

simonycl 

updated a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 7

simonycl 

published a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 7

simonycl 

updated a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 15 • 1

simonycl 

published a model about 1 month ago

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

Text Generation • 8B • Updated about 1 month ago • 15 • 1

simonycl 

updated a model about 1 month ago

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

Text Generation • 4B • Updated about 1 month ago • 20

simonycl 

published a model about 1 month ago

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

Text Generation • 4B • Updated about 1 month ago • 20

Benjamin-eecs 

authored a paper about 1 month ago

SPICE: Self-Play In Corpus Environments Improves Reasoning

Paper • 2510.24684 • Published Oct 28 • 15

simonycl 

authored a paper about 2 months ago

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

Paper • 2510.01171 • Published Oct 1 • 18

Benjamin-eecs 

authored 2 papers about 2 months ago

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

Paper • 2510.08697 • Published Oct 9 • 35

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

simonycl 

authored a paper about 2 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1 • 89

lkevinzc 

authored 2 papers 2 months ago

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine

Paper • 2206.10558 • Published Jun 21, 2022 • 1

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13