unsupervised learning

FREIA: Unsupervised RL Enhances LLM Reasoning with Adaptive Rewards

FREIA, a new unsupervised reinforcement learning algorithm, improves LLM reasoning by adaptively balancing consensus and exploration, outperforming baselines in mathematical tasks.