research
∙
07/26/2023
AI4GCC - Team: Below Sea Level: Critiques and Improvements
We present a critical analysis of the simulation framework RICE-N, an in...
share
research
∙
07/26/2023
AI4GCC-Team – Below Sea Level: Score and Real World Relevance
As our submission for track three of the AI for Global Climate Cooperati...
research
∙
05/29/2023
Towards a Unifying Model of Rationality in Multiagent Systems
Multiagent systems deployed in the real world need to cooperate with oth...
research
∙
02/07/2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
A natural solution concept for many multiagent settings is the Stackelbe...
research
∙
06/20/2022
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games
Learning to cooperate with other agents is challenging when those agents...
research
∙
10/28/2019
Better Exploration with Optimistic Actor-Critic
Actor-critic methods, a type of model-free Reinforcement Learning, have ...
research
∙
07/19/2019
Interactive Learning of Environment Dynamics for Sequential Tasks
In order for robots and other artificial agents to efficiently learn to ...
research
∙
01/21/2017