Publications
Genetic Encoding and Shared Knowledge in Reinforcement Learning with Structured Memory
Tanya Djavaherpour, Ali Naqvi, Fatemeh Norouziani, Quentin Vacher, Stephen Kelly
ALife 2025 (Accepted)
Integrating Neuroplasticity into Genetic Programming Agents for Adaptive Decision Making
Ali Naqvi, Tanya Djavaherpour, Quentin Vacher, Stephen Kelly
ALife 2025 (Accepted)
MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning
Quentin Vacher, Stephen Kelly, Ali Naqvi, Nicolas Beuve, Tanya Djavaherpour, Mickaël Dardaillon, Karol Desnos
The Genetic and Evolutionary Computation Conference (GECCO) 2025
Evolving Many-Model Agents with Vector and Matrix Operations in Tangled Program Graphs
Tanya Djavaherpour, Ali Naqvi, Eddie Zhuang, Stephen Kelly
Genetic Programming Theory & Practice XXI. 2025
Enhancing Collaboration in Tangled Program Graphs With Shared Memory for Mujoco Continuous Control Tasks
Tanya Djavaherpour, Stephen Kelly
Abstract published in URNCST Journal, Women in Science & Engineering (WISE) Conference: 5MT Competition Abstract Collection 2025
Tangled Program Graphs with Indexed Memory in Control Tasks with Short Time Dependencies
Tanya Djavaherpour, Ali Naqvi, Stephen Kelly
$16^t{^h}$ International Conference on Evolutionary Computation Theory and Applications (ECTA). 2024
Investigation of sadness on brain mathematical ability using Musical and Semantical Excitation
Ali Davoodi Moghadam, Ali Jamali, Tanya Djavaherpour, Behrad Taghibeyglou
$8^t{^h}$ Conference of Basic and Clinical Neuroscience Congress, Razi Hall, Tehran, Iran Dec. 2019