Stefano V. Albrecht

Using Offline Data to Speed Up Reinforcement Learning in Procedurally Generated Environments

2023 · arXiv (Cornell University)

One of the key challenges of Reinforcement Learning (RL) is the ability of agents to generalise their learned policy to unseen settings. Moreover, training RL agents requires large numbers of interactions with the environment. Motivated …