Publications

Deep Reinforcement Learning (RL) has recently produced impressive results in a series of settings such as games and robotics. However, …

Collective intelligence is a fundamental trait shared by several species of living organisms. It has allowed them to thrive in the …

Centralised training with decentralised execution is an important setting for cooperative deep multi-agent reinforcement learning due …

Reinforcement learning in large action spaces is a challenging problem. Cooperative multi-agent reinforcement learning (MARL) …

In many real-world settings, a team of agents must coordinate its behaviour while acting in a decentralised fashion. At the same time, …

Centralised training with decentralised execution is an important setting for cooperative deep multi-agent reinforcement learning due …

In the last few years, deep multi-agent reinforcement learning (RL) has become a highly active area of research. A particularly …

In many real-world settings, a team of agents must coordinate their behaviour while acting in a decentralised way. At the same time, it …