EXPIL: Explanatory Predicate Invention for Learning in Games

EXPIL: Explanatory Predicate Invention for Learning in Games

10 June 2024

Quentin Delfosse

Kristian Kersting

Devendra Singh Dhami

Papers citing "EXPIL: Explanatory Predicate Invention for Learning in Games"

7 / 7 papers shown

Title
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse Devendra Singh Dhami Kristian Kersting 62 3 0 15 Oct 2024
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments Quentin Delfosse Jannis Blüml Bjarne Gregori Sebastian Sztwiertnia Kristian Kersting 77 18 0 14 Jun 2023
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction Quentin Delfosse Hikaru Shindo Devendra Singh Dhami Kristian Kersting 38 35 0 02 Jun 2023
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 56 20 0 16 Nov 2022
Predicate Invention by Learning From Failures Andrew Cropper Rolf Morel 29 12 0 29 Apr 2021
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 99 482 0 13 Nov 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 203 18,685 0 20 Jul 2017