Using Generalized Learning Automata for State Space Aggregation in MAS. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (KES (1), 2008)

Learning multi-agent state space representations. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (AAMAS, 2010)

Generalized learning automata for multi-agent reinforcement learning. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (AI Commun., 2010)

Multi-Agent Systems and Large State Spaces. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (Agent and Multi-agent Technology for Internet and Enterprise Systems, 2010)

Solving delayed coordination problems in MAS. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (AAMAS, 2011)

Solving Sparse Delayed Coordination Problems in Multi-Agent Reinforcement Learning. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (ALA, 2011)

Local Coordination in Online Distributed Constraint Optimization Problems. - Tim Brys; Yann-Michaël De Hauwere; Ann Nowé; Peter Vrancx (EUMAS, 2011)

Adaptive State Representations for Multi-agent Reinforcement Learning. - Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (ICAART (2), 2011)

Transfer Learning for Multi-agent Coordination. - Peter Vrancx; Yann-Michaël De Hauwere; Ann Nowé (ICAART (2), 2011)

Game Theory and Multi-agent Reinforcement Learning. - Ann Nowé; Peter Vrancx; Yann-Michaël De Hauwere (Reinforcement Learning, 2012)

Learning Conflicts from Experience. - Yann-Michaël De Hauwere; Ann Nowé (MAPF@AAAI, 2012)

Reinforcement Learning for Multi-purpose Schedules. - Kristof Van Moffaert; Yann-Michaël De Hauwere; Peter Vrancx; Ann Nowé (ICAART (2), 2013)

Networks as a tool to save energy while keeping up general user comfort in buildings. - Yann-Michaël De Hauwere; Kristof Van Moffaert; Paul-Armand Verhaegen; Ann Nowé (LANMAN, 2013)

Departure MANagement with a Reinforcement Learning Approach: Respecting CFMU Slots. - Ivomar Brito Soares; Yann-Michaël De Hauwere; Kris Januarius; Tim Brys; Thierry Salvant; Ann Nowé (ITSC, 2015)

A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating. - Kevin Van Vaerenbergh; Yann-Michaël De Hauwere; Bruno Depraetere; Kristof Van Moffaert; Ann Nowé (SSCI, 2015)

Context-sensitive reward shaping for sparse interaction multi-agent systems. - Yann-Michaël De Hauwere; Sam Devlin; Daniel Kudenko; Ann Nowé (Knowl. Eng. Rev., 2016)