Exploiting Estimation Bias in Deep Double Q-Learning for Actor-Critic Methods

no code implementations • 14 Feb 2024 • Alberto Sinigaglia, Niccolò Turcato, Alberto Dalla Libera, Ruggero Carli, Gian Antonio Susto

This paper introduces innovative methods in Reinforcement Learning (RL), focusing on addressing and exploiting estimation biases in Actor-Critic methods for continuous control tasks, using Deep Double Q-Learning.

Computational Efficiency Continuous Control +2