Congrats to Rolf and all the other coathors on getting a paper accepted at TMLR! The paper shows how the technique for doing Bayesian RL in factored POMDPs (yes, we retain beliefs over the causal working of the world!) developed in earlier work can be combined with abstraction methods. More info here.
Tag: model-based RL
AAMAS camready: Model-based RL
Together with Thomas Kipf, Max Welling and myself, Elise van der Pol did some excellent work on model-based RL.
See:
- This post on plannable approximations with MDP homomorphisms
- The paper