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simonycl 

updated a model 3 months ago

the-acorn-ai/spiral-qwen3-4b-ours-11-25

Text Generation • 4B • Updated Nov 26, 2025 • 1

simonycl 

published a model 3 months ago

the-acorn-ai/spiral-qwen3-4b-ours-11-25

Text Generation • 4B • Updated Nov 26, 2025 • 1

simonycl 

updated a model 3 months ago

the-acorn-ai/spiral-qwen3-4b-baseline-11-25

Text Generation • 4B • Updated Nov 26, 2025 • 1

simonycl 

published a model 3 months ago

the-acorn-ai/spiral-qwen3-4b-baseline-11-25

Text Generation • 4B • Updated Nov 26, 2025 • 1

Benjamin-eecs 

authored a paper 3 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 82

Benjamin-eecs 

authored a paper 4 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 • 39

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 6 papers 5 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

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2, 2025 • 52

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 69

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 90

Benjamin-eecs 

authored 3 papers 5 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 90

The Era of Real-World Human Interaction: RL from User Conversations

Paper • 2509.25137 • Published Sep 29, 2025 • 19

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 140

simonycl 

updated a model 5 months ago

the-acorn-ai/spiral-qwen3-4b-simple-negotiation-step00416

Text Generation • 4B • Updated Sep 11, 2025 • 3