Publications tagged "Model-based"


Conferences

Reinforcement Learning from Delayed Observations via World Models

Armin Karamzade, Kyungmin Kim, Montek Kalsi, and Roy Fox

1st Reinforcement Learning Conference (RLC), 2024


Independent Natural Policy Gradient Always Converges in Markov Potential Games

Roy Fox, Stephen McAleer, William Overman, and Ioannis Panageas

25th International Conference on Artificial Intelligence and Statistics (AISTATS), 2022


Workshops

Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distraction

Kyungmin Kim, Charless Fowlkes, and Roy Fox

Training Agents with Foundation Models workshop (TAFM @ RLC), 2024