Dominic C. Rose

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Markov Decision Process

Sampling Strategies

Transition Matrices

Top Venues

Publications

Jamie F. Mair, Dominic C. Rose, Juan P. Garrahan
Training neural network ensembles via trajectory sampling. CoRR (2022)
Edward Gillman, Dominic C. Rose, Juan P. Garrahan
Reinforcement Learning with Tensor Networks: Application to Dynamical Large Deviations. CoRR (2022)
Avishek Das, Dominic C. Rose, Juan P. Garrahan, David T. Limmer
Reinforcement learning of rare diffusive dynamics. CoRR (2021)
Edward Gillman, Dominic C. Rose, Juan P. Garrahan
A Tensor Network Approach to Finite Markov Decision Processes. CoRR (2020)
Dominic C. Rose, Jamie F. Mair, Juan P. Garrahan
A reinforcement learning approach to rare trajectory sampling. CoRR (2020)