Romain Laroche

1. Hybrid Reward Architecture for Reinforcement Learning
   2017/06/13 by Harm van Seijen, Mehdi Fatemi, van Seijen, Harm +9 · 1 voice · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics #cs.LG
2. Safe Policy Improvement with Baseline Bootstrapping
   2017/12/19 by Romain Laroche, Paul Trichelair, Laroche, Romain +3 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. When does return-conditioned supervised learning work for offline reinforcement learning?
   2022/06/02 by David Brandfonbrener, Alberto Bietti, Brandfonbrener, David +7 · 7 citations
   Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Data Stream Mining Techniques
4. Learning Dynamic Belief Graphs to Generalize on Text-Based Games
   2020/02/21 by Ashutosh Adhikari, Xingdi Yuan, Adhikari, Ashutosh +17 · 5 citations
   Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
5. Counting to Explore and Generalize in Text-based Games
   2018/06/29 by Xingdi Yuan, Yuan, Xingdi, Marc-Alexandre Côté +11 · 4 citations
   Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
6. Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning
   2023/10/26 by Hongyu Zang, Zang, Hongyu, Xin Li +13 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research
7. Building Dynamic Knowledge Graphs from Text-based Games
   2019/10/21 by Mikuláš Zelinka, Xingdi Yuan, Zelinka, Mikuláš +7 · 1 voice · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG