Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free ControlInternational Conference on Learning Representations (ICLR), 2024 |
Speeding-up Evolutionary Algorithms to solve Black-Box Optimization
ProblemsIEEE Transactions on Evolutionary Computation (IEEE TEVC), 2023 |
Actor-Critic with variable time discretization via sustained actionsInternational Conference on Neural Information Processing (ICONIP), 2023 |
The RL Perceptron: Generalisation Dynamics of Policy Learning in High
DimensionsPhysical Review X (PRX), 2023 |
Temporally Layered Architecture for Adaptive, Distributed and Continuous
ControlAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 |
Simultaneously Updating All Persistence Values in Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 |