BlendRL: A Framework for Merging Symbolic and Neural Policy LearningInternational Conference on Learning Representations (ICLR), 2024 |
Investigating Navigation Strategies in the Morris Water Maze through
Deep Reinforcement LearningNeural Networks (Neural Netw.), 2023 |
Understanding plasticity in neural networksInternational Conference on Machine Learning (ICML), 2023 |
The Dormant Neuron Phenomenon in Deep Reinforcement LearningInternational Conference on Machine Learning (ICML), 2023 |
On The Effect of Auxiliary Tasks on Representation DynamicsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
A Geometric Perspective on Optimal Representations for Reinforcement
LearningNeural Information Processing Systems (NeurIPS), 2019 |