Search Results for author: Rui Silva

Found 2 papers, 1 papers with code

Reductive MDPs: A Perspective Beyond Temporal Horizons

no code implementations15 May 2022 Thomas Spooner, Rui Silva, Joshua Lockhart, Jason Long, Vacslav Glukhov

Solving general Markov decision processes (MDPs) is a computationally hard problem.

Playing Games in the Dark: An approach for cross-modality transfer in reinforcement learning

1 code implementation28 Nov 2019 Rui Silva, Miguel Vasco, Francisco S. Melo, Ana Paiva, Manuela Veloso

In this work we explore the use of latent representations obtained from multiple input sensory modalities (such as images or sounds) in allowing an agent to learn and exploit policies over different subsets of input modalities.

OpenAI Gym reinforcement-learning +1

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