@montreal_ai - AI Dynamics

Alpha-Factory v1: Multi-Agent AGI Learns Through Experience

By

–

22 April 2025 15h56

Eustace Tilley would nod: Alpha‑Factory v1 now breathes Silver & Sutton’s “Era of Experience.” Multi‑agent α‑AGI that learns by living—cross‑industry ready, deployable in one command. Demo ➜ https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos/era_of_experience
… #AGI #AGIALPHA #ReinforcementLearning

→ View original post on X — @montreal_ai

22 April 2025

DeepMind Era of Experience: Reinforcement Learning Advances

By

@montreal_ai

–

22 April 2025 15h30

Welcome to the Era of Experience David Silver, Richard S. Sutton: https://
storage.googleapis.com/deepmind-media
/Era-of-Experience/TheEraofExperiencePaper.pdf
… #ArtificialIntelligence #DeepLearning #ReinforcementLearning

→ View original post on X — @montreal_ai

22 April 2025

Does Reinforcement Learning Improve LLM Reasoning Beyond Base Models?

By

@montreal_ai

–

22 April 2025 6h49

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yue et al.: https://
arxiv.org/abs/2504.13837 #ArtificialIntelligence #DeepLearning #MachineLearning

→ View original post on X — @montreal_ai

22 April 2025

MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning

By

@montreal_ai

–

21 April 2025 18h11

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement Wang et al.: https://
arxiv.org/abs/2504.07934 #ArtificialIntelligence #DeepLearning #MachineLearning

→ View original post on X — @montreal_ai

21 April 2025