Icarte, Rodrigo Toro

1. LTL2Action: Generalizing LTL Instructions for Multi-Task RL
   2021/02/13 by Vaezipoor, Pashootan, Li, Andrew, Icarte, Rodrigo Toro +1 · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
2. Interpretable Sequence Classification via Discrete Optimization
   2020/10/06 by Shvo, Maayan, Li, Andrew C., Icarte, Rodrigo Toro +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Learning Reward Machines: A Study in Partially Observable Reinforcement Learning
   2021/12/17 by Rodrigo Toro Icarte, Ethan Waldie, Icarte, Rodrigo Toro +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence (cs.AI) #Diabetes Treatment and Management #FOS: Computer and information sciences #Heart Failure Treatment and Management #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling
4. Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior
   2023/01/08 by Christoffersen, Phillip J. K., Li, Andrew C., Icarte, Rodrigo Toro +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines
   2022/11/20 by Andrew C. Li, Li, Andrew C., Zizhao Chen +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
6. AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement\n Learning
   2021/05/31 by Maayan Shvo, Shvo, Maayan, Zhiming Hu +9 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Smart Grid Energy Management
7. Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks
   2022/06/03 by Andrew C. Li, Pashootan Vaezipoor, Li, Andrew C. +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
8. Reward Machines for Deep RL in Noisy and Uncertain Environments
   2024/05/31 by Li, Andrew C., Chen, Zizhao, Klassen, Toryn Q. +3 · 2 citations
   #Artificial Intelligence (cs.AI) #F.4.3 #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #I.2.0 #I.2.4 #I.2.6 #Machine Learning (cs.LG)