The primacy bias in Model-based RL

no code implementations • 23 Oct 2023 • Zhongjian Qiao, Jiafei Lyu, Xiu Li

The primacy bias in deep reinforcement learning (DRL), which refers to the agent's tendency to overfit early data and lose the ability to learn from new data, can significantly decrease the performance of DRL algorithms.

Continuous Control Model-based Reinforcement Learning +1