Decoding the Plateau: Why Representation Depth is Crucial for Reinforcement Learning Breakthroughs
Analysis of key findings from NeurIPS 2025 revealing that representation depth, not just scale, is the critical bottleneck for advancing reinforcement learning capabilities.