Policy Optimization Through Approximate Importance Sampling

Marcin B. Tomczak, Dongho Kim, Peter Vrancx +1

Recent policy optimization approaches (Schulman et al., 2015a; 2017) have achieved substantial empirical successes by constructing new proxy optimization objectives. These proxy ob…