Genetically-regulated Neuromodulation Facilitates Multi-Task Reinforcement Learning
We use gene regulatory networks (GRNs) to modulate the parameters of the SARSA reinforcement learning algorithm, demonstrating that GRNs can be optimized to enhance learning and generalize across multiple tasks without specific problem knowledge.
Jul 11, 2015