Infinite-Horizon Reinforcement Learning with Multinomial Logistic Function Approximationby Jaehyun Park, Junyeop Kwon, Dabeen LeeFirst submitted…
Efficient Offline Reinforcement Learning: The Critic is Criticalby Adam Jelley, Trevor McInroe, Sam Devlin, Amos…
Meent: Differentiable Electromagnetic Simulator for Machine Learningby Yongha Kim, Anthony W. Jung, Sanmun Kim, Kevin…
PufferLib: Making Reinforcement Learning Libraries and Environments Play Niceby Joseph SuarezFirst submitted to arxiv on:…
A Systematization of the Wagner Framework: Graph Theory Conjectures and Reinforcement Learningby Flora Angileri, Giulia…
Autonomous navigation of catheters and guidewires in mechanical thrombectomy using inverse reinforcement learningby Harry Robertshaw,…
Offline Imitation Learning with Model-based Reverse Augmentationby Jie-Jing Shao, Hao-Sen Shi, Lan-Zhe Guo, Yu-Feng LiFirst…
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismoby Miguel Vasco, Takuma…
Discovering Minimal Reinforcement Learning Environmentsby Jarek Liesen, Chris Lu, Andrei Lupu, Jakob N. Foerster, Henning…
Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agentsby Menglong Zhang,…