6 citations · 6 across the 1 of their papers we have counts for
3 papers
Cooperation and Reputation Dynamics with Reinforcement Learning
Nicolas Anastassacos, Julian García, Stephen Hailes +1
Creating incentives for cooperation is a challenge in natural and artificial systems. One potential answer is reputation, whereby agents trade the immediate cost of cooperation for…
Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas
Nicolas Anastassacos, Mirco Musolesi
Multi-agent reinforcement learning has received significant interest in recent years notably due to the advancements made in deep reinforcement learning which have allowed for the…
Bayesian Inference with Anchored Ensembles of Neural Networks, and Application to Exploration in Reinforcement Learning
Tim Pearce, Nicolas Anastassacos, Mohamed Zaki +1
The use of ensembles of neural networks (NNs) for the quantification of predictive uncertainty is widespread. However, the current justification is intuitive rather than analytical…