Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review

Amara Zuffer, Michael Burke, Mehrtash Harandi

The diversity of tasks and dynamic nature of reinforcement learning (RL) require RL agents to be able to learn sequentially and continuously, a learning paradigm known as continuou…