Neuroevolution of a Hybrid Power Plant Simulator. - Shauharda Khadka; Kagan Tumer; Mitchell K. Colby; Dave Tucker; Paolo Pezzini; Kenneth Mark Bryden (GECCO, 2016)

Evolving memory-augmented neural architecture for deep memory problems. - Shauharda Khadka; Jen Jen Chung; Kagan Tumer (GECCO, 2017)

Memory-augmented multi-robot teams that learn to adapt. - Shauharda Khadka; Jen Jen Chung; Kagan Tumer (MRS, 2017)

A Memory-based Multiagent Framework for Adaptive Decision Making. - Shauharda Khadka; Connor Yates; Kagan Tumer (AAMAS, 2018)

Evolution-Guided Policy Gradient in Reinforcement Learning. - Shauharda Khadka; Kagan Tumer (NeurIPS, 2018)

Evolutionary Reinforcement Learning. - Shauharda Khadka; Kagan Tumer (CoRR, 2018)

Memory based Multiagent One Shot Learning. - Shauharda Khadka; Connor Yates; Kagan Tumer (AAMAS, 2019)

Collaborative Evolutionary Reinforcement Learning. - Shauharda Khadka; Somdeb Majumdar; Tarek Nassar; Zach Dwiel; Evren Tumer; Santiago Miret; Yinyin Liu; Kagan Tumer (ICML, 2019)

Memory-Based Multiagent One-Shot Learning: Extended Abstract. - Shauharda Khadka; Connor Yates; Kagan Tumer (MRS, 2019)

Artificial Intelligence for Prosthetics - challenge solutions. - Lukasz Kidzinski; Carmichael F. Ong; Sharada Prasanna Mohanty; Jennifer L. Hicks; Sean F. Carroll; Bo Zhou; Hong-cheng Zeng; Fan Wang 021; Rongzhong Lian; Hao Tian 005; Wojciech Jaskowski; Garrett Andersen; et al. (CoRR, 2019)

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. - Shauharda Khadka; Somdeb Majumdar; Kagan Tumer (CoRR, 2019)

Neuroevolution of a Modular Memory-Augmented Neural Network for Deep Memory Problems. - Shauharda Khadka; Jen Jen Chung; Kagan Tumer (Evol. Comput., 2019)

Multi-level Fitness Critics for Cooperative Coevolution. - Golden Rockefeller; Shauharda Khadka; Kagan Tumer (AAMAS, 2020)

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. - Somdeb Majumdar; Shauharda Khadka; Santiago Miret; Stephen McAleer; Kagan Tumer (ICML, 2020)

Learning Intrinsic Symbolic Rewards in Reinforcement Learning. - Hassam Sheikh; Shauharda Khadka; Santiago Miret; Somdeb Majumdar (CoRR, 2020)

Dynamic Skill Selection for Learning Joint Actions. - Enna Sachdeva; Shauharda Khadka; Somdeb Majumdar; Kagan Tumer (AAMAS, 2021)

MAEDyS: multiagent evolution via dynamic skill selection. - Enna Sachdeva; Shauharda Khadka; Somdeb Majumdar; Kagan Tumer (GECCO, 2021)

Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning. - Shauharda Khadka; Estelle Aflalo; Mattias Marder; Avrech Ben-David; Santiago Miret; Shie Mannor; Tamir Hazan; Hanlin Tang; Somdeb Majumdar (ICLR, 2021)

Learning Intrinsic Symbolic Rewards in Reinforcement Learning. - Hassam Ullah Sheikh; Shauharda Khadka; Santiago Miret; Somdeb Majumdar; Mariano Phielipp (IJCNN, 2022)