Banafsheh Rafiee

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Markov Decision Processes

Function Approximators

Reinforcement Learning

Top Venues

Publications

Banafsheh Rafiee, Zaheer Abbas, Sina Ghiassian, Raksha Kumaraswamy, Richard S. Sutton, Elliot A. Ludvig, Adam White
From eye-blinks to state construction: Diagnostic benchmarks for online representation learning. Adapt. Behav. 31 (1) (2023)
Banafsheh Rafiee, Sina Ghiassian, Jun Jin, Richard S. Sutton, Jun Luo, Adam White
Auxiliary task discovery through generate-and-test. CoLLAs (2023)
Banafsheh Rafiee, Sina Ghiassian, Jun Jin, Richard S. Sutton, Jun Luo, Adam White
Auxiliary task discovery through generate-and-test. CoRR (2022)
Banafsheh Rafiee, Jun Jin, Jun Luo, Adam White
What makes useful auxiliary tasks in reinforcement learning: investigating the effect of the target policy. CoRR (2022)
Sina Ghiassian, Banafsheh Rafiee, Yat Long Lo, Adam White
Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks. CoRR (2020)
Banafsheh Rafiee
Testbeds for Reinforcement Learning. CoRR (2020)
Sina Ghiassian, Banafsheh Rafiee, Yat Long Lo, Adam White
Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks. AAMAS (2020)
Banafsheh Rafiee, Sina Ghiassian, Adam White, Richard S. Sutton
Prediction in Intelligence: An Empirical Comparison of Off-policy Algorithms on Robots. AAMAS (2019)
Sina Ghiassian, Huizhen Yu, Banafsheh Rafiee, Richard S. Sutton
Two geometric input transformation methods for fast online reinforcement learning with neural nets. CoRR (2018)
Sina Ghiassian, Banafsheh Rafiee, Richard S. Sutton
A First Empirical Study of Emphatic Temporal Difference Learning. CoRR (2017)