Francisco Martinez-Gil

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 4

Top Topics

Reinforcement Learning

Literature Review

Multi Agent Reinforcement Learning

Top Venues

Simul. Model. Pract. Theory

Auton. Agents Multi Agent Syst.

ICA3PP Workshops

Publications

Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
Emergent behaviors and scalability for multi-agent reinforcement learning-based pedestrian models. Simul. Model. Pract. Theory 74 (2017)
Francisco Martinez-Gil, Miguel Lozano, Ignacio García-Fernández, Fernando Fernández
Modeling, Evaluation, and Scale on Artificial Pedestrians: A Literature Review. ACM Comput. Surv. 50 (5) (2017)
Eduardo Rodriguez-Gutiez, Francisco Martinez-Gil, Juan Manuel Orduña, Arturo González-Escribano
MARL-Ped+Hitmap: Towards Improving Agent-Based Simulations with Distributed Arrays. ICA3PP Workshops (2016)
Carlos Monteagudo, Miguel Lozano, Ignacio García-Fernández, Francisco Martinez-Gil
Phase Space Data-Driven Simulation of Elastic Materials. CEIG (2016)
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
Strategies for simulating pedestrian navigation with multiple reinforcement learning agents. Auton. Agents Multi Agent Syst. 29 (1) (2015)
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
Emergent Collective Behaviors in a Multi-agent Reinforcement Learning Pedestrian Simulation: A Case Study. MABS (2014)
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
MARL-Ped: A multi-agent reinforcement learning based framework to simulate pedestrian groups. Simul. Model. Pract. Theory 47 (2014)
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
Calibrating a Motion Model Based on Reinforcement Learning for Pedestrian Simulation. MIG (2012)
Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández
Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation. ALA (2011)
Francisco Martinez-Gil, Fernando Barber, Miguel Lozano, Francisco Grimaldo, Fernando Fernández
A Reinforcement Learning Approach for Multiagent Navigation. ICAART (1) (2010)
Francisco Martinez-Gil
Agent's actions as a classification criteria for the state space in a learning from rewards system. J. Exp. Theor. Artif. Intell. 20 (4) (2008)