research
∙
06/12/2023
A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
We investigate learning the equilibria in non-stationary multi-agent sys...
share
research
∙
05/31/2023
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
Recent offline meta-reinforcement learning (meta-RL) methods typically u...
research
∙
03/14/2023
Practically Solving LPN in High Noise Regimes Faster Using Neural Networks
We conduct a systematic study of solving the learning parity with noise ...
research
∙
10/24/2022
Offline congestion games: How feedback type affects data coverage requirement
This paper investigates when one can efficiently recover an approximate ...
research
∙
10/01/2021