Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
simultaneously. Furthermore, to update the surrogate network we need to compute second order derivatives dg_θ/dϕ. Now let’s frame LAX in the context of RL. For simplicity consider a game where each episode goes on forever. One of the most popular RL algorithms is advantage actor-critic (A2C) which