research
∙
03/07/2023
On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples
Offline reinforcement learning (offline RL) considers problems where lea...
share
research
∙
01/20/2023
Differential Privacy in Cooperative Multiagent Planning
Privacy-aware multiagent systems must protect agents' sensitive data whi...
research
∙
09/09/2022
Alternating Direction Method of Multipliers for Decomposable Saddle-Point Problems
Saddle-point problems appear in various settings including machine learn...
research
∙
06/02/2022
Deceptive Planning for Resource Allocation
We consider a team of autonomous agents that navigate in an adversarial ...
research
∙
01/17/2022
Planning Not to Talk: Multiagent Systems that are Robust to Communication Loss
In a cooperative multiagent system, a collection of agents executes a jo...
research
∙
05/12/2021