A NotSo Simple Way to Beat Simple Bench. - Soham Sane; Angus McLean (CoRR, 2024)

Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization. - Soham Sane (CoRR, 2025)

Optimal Scaling Laws for Efficiency Gains in a Theoretical Transformer-Augmented Sectional MoE Framework. - Soham Sane (CoRR, 2025)

AlphaGrad: Non-Linear Gradient Normalization Optimizer. - Soham Sane (CoRR, 2025)

AM-PPO: (Advantage) Alpha-Modulation with Proximal Policy Optimization. - Soham Sane (CoRR, 2025)