no code implementations • 10 Apr 2022 • Kenzo Lobos-Tsunekawa, Akshay Srinivasan, Michael Spranger
Multi-agent RL is rendered difficult due to the non-stationary nature of environment perceived by individual agents.
1 code implementation • 14 Dec 2021 • Badr AlKhamissi, Akshay Srinivasan, Zeb-Kurth Nelson, Sam Ritter
Alchemy is a new meta-learning environment rich enough to contain interesting abstractions, yet simple enough to make fine-grained analysis tractable.
no code implementations • 2 Aug 2021 • Akshay Srinivasan, Emanuel Todorov
In this paper, we show that given the computational graph of the function, this bound can be reduced to $O(m\tau^3)$, where $\tau, m$ are the width and size of a tree-decomposition of the graph.