Asadi, Kavosh
- Combating the Compounding-Error Problem with a Multi-step Model
2019/05/30 by Kavosh Asadi, Asadi, Kavosh, Dipendra Misra +4 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Risk and Safety Analysis #Software Reliability and Analysis Research
- Lipschitz Continuity in Model-based Reinforcement Learning
2018/04/19 by Asadi, Kavosh, Misra, Dipendra, Littman, Michael L. · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
2023/10/09 by Zuxin Liu, Liu, Zuxin, Jesse Zhang +11 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- TD Convergence: An Optimization Perspective
2023/06/30 by Kavosh Asadi, Shoham Sabach, Asadi, Kavosh +7 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing
- Lipschitz Lifelong Reinforcement Learning
2020/01/15 by Lecarpentier, Erwan, Abel, David, Asadi, Kavosh +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
2017/02/10 by Williams, Jason D., Asadi, Kavosh, Zweig, Geoffrey · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Mean Actor Critic
2017/09/01 by Cameron Allen, Kavosh Asadi, Allen, Cameron +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Continuous Doubly Constrained Batch Reinforcement Learning
2021/02/18 by Rasool Fakoor, Jonas Mueller, Fakoor, Rasool +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- An Alternative Softmax Operator for Reinforcement Learning
2016/12/16 by Kavosh Asadi, Asadi, Kavosh, Michael L. Littman +1 · 1 citation
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Risk and Portfolio Optimization
- Resetting the Optimizer in Deep RL: An Empirical Study
2023/06/30 by Kavosh Asadi, Rasool Fakoor, Asadi, Kavosh +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing