Pouya Hamadanian, Arash Nasr-Esfahany. (2022). CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation. MIT DSAIL.
@incollection{dsailtalk,
author = {Hamadanian, Pouya and Nasr-Esfahany, Arash},
note = {MIT DSAIL},
title = {CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation},
year = {2022}
}
Pouya Hamadanian. (2022). How Reinforcement Learning Systems Fail and What to do About It. EuroMLsys ’22.
@incollection{euromlsystalk,
author = {Hamadanian, Pouya},
note = {EuroMLsys '22},
title = {How Reinforcement Learning Systems Fail and What to do About It},
year = {2022}
}
Pouya Hamadanian. (2020). Towards Safe Online Reinforcement Learning in Computer Systems; Microsoft Research TRAC (2020).
@incollection{tracworkshop,
author = {Hamadanian, Pouya},
note = {Microsoft Research TRAC (2020)},
publisher = {Towards Safe Online Reinforcement Learning in Computer Systems},
year = {2020}
}