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The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers
GECCO Jul 2023
![](https://www.instadeep.com/wp-content/uploads/2023/06/Untitled-3-352x182.png)
MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
GECCO Jul 2023
![](https://www.instadeep.com/wp-content/uploads/2023/06/teaser-short-352x182.png)
Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks
ICLR Workshop May 2023
![](https://www.instadeep.com/wp-content/uploads/2023/06/Predicting-protein-stability-changes-under-multiple-amino-acid-substitutions-using-equivariant-graph-neural-networks-352x182.jpg)
Reduce, Reuse, Recycle: Selective Reincarnation in Multi-Agent Reinforcement Learning
ICLR Workshop May 2023
![](https://www.instadeep.com/wp-content/uploads/2023/05/selective_reincarnation-352x182.png)
Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery
ICLR May 2023
![](https://www.instadeep.com/wp-content/uploads/2023/06/training_phase_final_grids_5-352x182.png)
Empirical Analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains
ACM Transactions on Evolutionary Learning and Optimization Mar 2023
![](https://www.instadeep.com/wp-content/uploads/2023/12/PGA-MAP-Elites_fig-1-352x182.png)
Scaling multi-agent reinforcement learning to full 11 vs 11 simulated robotic football
AAMAS Journal Feb 2023
![](https://www.instadeep.com/wp-content/uploads/2023/06/defend_top_center-352x182.png)