no code implementations • 7 Jul 2023 • Thomas Volden, Djordje Grbic, Paolo Burelli
This paper focuses on procedurally generating rules and communicating them to players to adjust the difficulty.
1 code implementation • 14 Jul 2021 • Djordje Grbic, Sebastian Risi
Random exploration is one of the main mechanisms through which reinforcement learning (RL) finds well-performing policies.
1 code implementation • 15 Mar 2021 • Shyam Sudhakaran, Djordje Grbic, Siyan Li, Adam Katona, Elias Najarro, Claire Glanois, Sebastian Risi
Neural Cellular Automata (NCAs) have been proven effective in simulating morphogenetic processes, the continuous construction of complex structures from very few starting cells.
1 code implementation • 8 Dec 2020 • Djordje Grbic, Rasmus Berg Palm, Elias Najarro, Claire Glanois, Sebastian Risi
In contrast to previous work in Minecraft that focused on learning to play the game, the grand challenge we pose here is to automatically search for increasingly complex artifacts in an open-ended fashion.
no code implementations • 6 May 2020 • Djordje Grbic, Sebastian Risi
Here we introduce a novel approach called Meta-Learned Instinctual Networks (MLIN) that allows agents to safely learn during their lifetime while avoiding potentially hazardous states.