2 papers
cs.LG2025
Optimistic critics can empower small actors
Olya Mastikhina, Dhruv Sreenivas, Pablo Samuel Castro
Actor-critic methods have been central to many of the recent advances in deep reinforcement learning. The most common approach is to use symmetric architectures, whereby both actor…
cs.LG2025
A Survey of State Representation Learning for Deep Reinforcement Learning
Ayoub Echchahed, Pablo Samuel Castro
Representation learning methods are an important tool for addressing the challenges posed by complex observations spaces in sequential decision making problems. Recently, many meth…