Programmatically Interpretable Reinforcement Learning (PIRL) encodes pol...
This paper introduces a local search method for improving an existing pr...
This paper introduces Local Learner (2L), an algorithm for providing a s...
Levin Tree Search (LTS) is a search algorithm that makes use of a policy...
This paper presents a new approach for controlling emotion in symbolic m...
In this paper we show that behavioral cloning can be used to learn effec...
The use of a policy and a heuristic function for guiding search can be q...
In this paper we present Bardo Composer, a system to generate background...
Sample-based planning is a powerful family of algorithms for generating
...
AI systems that model and interact with users can update their models ov...
We tackle two long-standing problems related to re-expansions in heurist...
Procedural generation of initial states of state-space search problems h...
We introduce and analyze two parameter-free linear-memory tree search
al...
We introduce two novel tree search algorithms that use a policy to guide...
Action abstractions restrict the number of legal actions available durin...