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
Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, and Roy Fox
40th International Conference on Machine Learning (ICML), 2023
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
Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, and Roy Fox
Reincarnating Reinforcement Learning workshop (RRL @ ICLR), 2023