How InfoNCE Creates Exploration: The Hidden Engine of Contrastive RL

A personal exploration of the mechanisms behind emergent exploration in goal-conditioned reinforcement learning Contrastive RL made a huge splash at NIPS 2025, with "1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reach...