[PDF][PDF] Reinforcement Learning of Traffic Light Controllers Adapting to Traffic Congestion.
M Steingrover, R Schouten, S Peelen, E Nijhuis… - BNAIC, 2005 - researchgate.net
Due to the increasing amounts of traffic in and around urban areas there is a growing need
for intelligent traffic lights that optimize traffic flow. In this paper we describe the optimization …
for intelligent traffic lights that optimize traffic flow. In this paper we describe the optimization …
[PDF][PDF] Signaling Games
A Abbo, W Koolen-Wijkstra, M Steingrover, G Krimp… - wouterkoolen.info
Evolution could help language emerge from meaningless communication. In this article, we
provide the theory behind the evolution of language out of meaningless communication. The …
provide the theory behind the evolution of language out of meaningless communication. The …
[PDF][PDF] Reinforcement learning of traffic light controllers under partial observability
S Schouten, M Steingröver - Faculty of Science University of Amsterdam, 2007 - Citeseer
Due to the increasing amounts of traffic in and around urban areas there is a growing need
for intelligent traffic lights that optimize traffic flow. This thesis attempts to implement more …
for intelligent traffic lights that optimize traffic flow. This thesis attempts to implement more …
[BOOK][B] Traffic light control by multiagent reinforcement learning systems
Traffic light control is one of the main means of controlling road traffic. Improving traffic control
is important because it can lead to higher traffic throughput and reduced traffic congestion. …
is important because it can lead to higher traffic throughput and reduced traffic congestion. …
A survey on traffic signal control methods
Traffic signal control is an important and challenging real-world problem, which aims to
minimize the travel time of vehicles by coordinating their movements at the road intersections. …
minimize the travel time of vehicles by coordinating their movements at the road intersections. …
Traffic Light Control by Multiagent Reinforcement Learning Systems
S Whiteson - 2010 - cs.ox.ac.uk
Traffic light control is one of the main means of controlling road traffic. Improving traffic control
is important because it can lead to higher traffic throughput and reduced congestion. This …
is important because it can lead to higher traffic throughput and reduced congestion. This …
[PDF][PDF] Adaptive Multi-Objective Reinforcement Learning for Traffic Signal Control Based on Cooperative Multi-Agent Framework
AA Ismail - 2013 - researchgate.net
… Shimon Whiteson, Merlijn Steingröver, and Gaston Escobar for making the task of … The
second extension is due to Schouten and Steingröver [51] that allows the vehicles to change their …
second extension is due to Schouten and Steingröver [51] that allows the vehicles to change their …
Immune and viral correlates of “secondary viral control” after treatment interruption in chronically HIV-1 infected patients
…, L Heyndrickx, S Coppens, D Atkinson, C Merlin… - PLoS …, 2012 - journals.plos.org
Upon interruption of antiretroviral therapy, HIV-infected patients usually show viral load rebound
to pre-treatment levels. Four patients, hereafter referred to as secondary controllers (SC)…
to pre-treatment levels. Four patients, hereafter referred to as secondary controllers (SC)…
Dynamic nitrogen deposition thresholds during forest stand development in a Douglas fir forest analysed with two nitrogen models SMART2 and MERLIN
… nitrogen models SMART2 and MERLIN using three different criteria for … SMART2 and
MERLIN predicted a maximum DDT of 4.9 and … The two models SMART2 and MERLIN predicted …
MERLIN predicted a maximum DDT of 4.9 and … The two models SMART2 and MERLIN predicted …
Applying MERLIN for modelling nitrate leaching in a nitrogen saturated Douglas fir forest in the Netherlands after decreased atmospheric nitrogen input
… MERLIN is a catchmentscale mass balance model of linked … MERLIN correctly predicted
increases in soil water NO3 concentrations in response to increased N inputs. Here, MERLIN is …
increases in soil water NO3 concentrations in response to increased N inputs. Here, MERLIN is …