Posts on Reinforcement Learning

Advanced Policy Gradients

In the policy gradient algorithms, we were looking at stochastic optimal policy $\pi_\theta$ in a continuous state and action spaces setting. However, there are scenarios where we want to have a deterministic policy in a continuous state and action spaces setting.

Dec 05, 2025

Deep Deterministic Policy Gradient

In the policy gradient algorithms, we were looking at stochastic optimal policy $\pi_\theta$ in a continuous state and action spaces setting. However, there are scenarios where we want to have a deterministic policy in a continuous state and action spaces setting.

Nov 04, 2025