From Two-Dimensional to Three-Dimensional Environment with Q-Learning: Modeling Autonomous Navigation with Reinforcement Learning and no…
BVR Gym: A Reinforcement Learning Environment for Beyond-Visual-Range Air Combatby Edvards Scukins, Markus Klein, Lars…
VDSC: Enhancing Exploration Timing with Value Discrepancy and State Countsby Marius Captari, Remo Sasso, Matthia…
PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learningby Frederico Metelo, Stevo…
Uncertainty-aware Distributional Offline Reinforcement Learningby Xiaocong Chen, Siyu Wang, Tong Yu, Lina YaoFirst submitted to…
Offline Reinforcement Learning: Role of State Aggregation and Trajectory Databy Zeyu Jia, Alexander Rakhlin, Ayush…
Convergence of a model-free entropy-regularized inverse reinforcement learning algorithmby Titouan Renard, Andreas Schlaginhaufen, Tingting Ni,…
Learning Action-based Representations Using Invarianceby Max Rudolph, Caleb Chuck, Kevin Black, Misha Lvovsky, Scott Niekum,…
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptionsby Reza Esfandiarpoor,…
Interpretable Modeling of Deep Reinforcement Learning Driven Schedulingby Boyang Li, Zhiling Lan, Michael E. PapkaFirst…