Layton Hayes

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 3

Top Topics

Planning Under Partial Observability

Planning Under Uncertainty

Computational Complexity

Markov Decision Problems

Top Venues

Publications

Layton Hayes, Prashant Doshi, Swaraj Pawar, Hari Teja Tatavarti
State-Based Recurrent SPMNs for Decision-Theoretic Planning under Partial Observability. IJCAI (2021)
Hari Teja Tatavarti, Prashant Doshi, Layton Hayes
Data-Driven Decision-Theoretic Planning using Recurrent Sum-Product-Max Networks. ICAPS (2021)
Hari Teja Tatavarti, Prashant Doshi, Layton Hayes
Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments. CoRR (2020)