[PDF][PDF] Relaxed exploration constrained reinforcement learning

SS Shperberg, B Liu, P Stone - … of the 23rd International Conference on …, 2024 - ifaamas.org
Reinforcement learning algorithms aims to maximize (discounted) returns received from the
environment. However, many real-world scenarios also require adhering to constraints not …

[PDF][PDF] Reinforcement Learning Curricula as Interpolations between Task Distributions

P Klink - 2023 - core.ac.uk
In the last decade, the increased availability of powerful computing machinery has led to an
increasingly widespread application of machine learning methods. Machine learning has …