Markov Models
Transformers Represent Belief State Geometry in their Residual Stream
In Section 3, we verify that this geometry is linearly represented in the residual stream of transformers.
Task-aware world model learning with meta weighting via bi-level optimization
Aligning the world model with the environment for the agent's specific task is
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL *Pascal Leroy
In IMP, a multi-component engineering system is subject to a risk of failure due to its components' damage condition.
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
We introduce the Blackwell discount factor for Markov Decision Processes (MDPs). Classical objectives for MDPs include discounted, average, and Blackwell opti-mality.
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
We introduce the Blackwell discount factor for Markov Decision Processes (MDPs). Classical objectives for MDPs include discounted, average, and Blackwell opti-mality.
