ES-C51: Expected Sarsa Based C51 Distributional Reinforcement Learning Algorithm

Rijul Tandon, Peter Vamplew, Cameron Foale

In most value-based reinforcement learning (RL) algorithms, the agent estimates only the expected reward for each action and selects the action with the highest reward. In contrast…