56 citations · 102 across the 5 of their papers we have counts for
4 papers · 1 filter
Learning to Act and Observe in Partially Observable Domains
Thomas Bolander, Nina Gierasimczuk, Andrés Occhipinti Liberman
We consider a learning agent in a partially observable environment, with which the agent has never interacted before, and about which it learns both what it can observe and how its…
Planning from Pixels in Atari with Learned Symbolic Representations
Andrea Dittadi, Frederik K. Drachmann, Thomas Bolander
Width-based planning methods have been shown to yield state-of-the-art performance in the Atari 2600 domain using pixel input. One successful approach, RolloutIW, represents states…
Cooperative Epistemic Multi-Agent Planning for Implicit Coordination
Thorsten Engesser, Thomas Bolander, Robert Mattmüller +1
Epistemic planning can be used for decision making in multi-agent situations with distributed knowledge and capabilities. Recently, Dynamic Epistemic Logic (DEL) has been shown to…
A Gentle Introduction to Epistemic Planning: The DEL Approach
Thomas Bolander
Epistemic planning can be used for decision making in multi-agent situations with distributed knowledge and capabilities. Dynamic Epistemic Logic (DEL) has been shown to provide a…