98 citations · 127 across the 10 of their papers we have counts for
3 papers · 1 filter
Improving width-based planning with compact policies
Miquel Junyent, Anders Jonsson, Vicenç Gómez
Optimal action selection in decision problems characterized by sparse, delayed rewards is still an open challenge. For these problems, current deep reinforcement learning methods r…
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour
Emilia Gómez, Carlos Castillo, Vicky Charisi +23
This document contains the outcome of the first Human behaviour and machine intelligence (HUMAINT) workshop that took place 5-6 March 2018 in Barcelona, Spain. The workshop was org…
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano +3
Spatial Reuse (SR) has recently gained attention to maximize the performance of IEEE 802.11 Wireless Local Area Networks (WLANs). Decentralized mechanisms are expected to be key in…