Title
NiceWebRL: a Python library for human subject experiments with reinforcement learning environments Wilka Carvalho Vikram Goddla Ishaan Sinha Hoon Shin Kunal Jha OffRL 108 2 0 21 Aug 2025
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning Egor Cherepanov Nikita Kachaev A. Kovalev Aleksandr I. Panov OffRL 449 7 0 14 Feb 2025
Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents Marco Pleines Matthias Pallasch Frank Zimmer Mike Preuss OffRL 256 9 0 29 Sep 2023
Semantic HELM: A Human-Readable Memory for Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Fabian Paischer Thomas Adler M. Hofmarcher Sepp Hochreiter 231 17 0 15 Jun 2023
New research paradigms and agenda of human factors science in the intelligence eraActa Psychologica Sinica (Acta Psychol. Sin.), 2022 Wei Xu Zaifeng Gao Liezhong Ge AI4TS AI4CE 349 6 0 26 Aug 2022
Fair SA: Sensitivity Analysis for Fairness in Face Recognition Aparna R. Joshi Xavier Suau N. Sivakumar Luca Zappella N. Apostoloff CVBM 206 13 0 08 Feb 2022
Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning Yingjie Fei Zhuoran Yang Yudong Chen Zhaoran Wang 222 56 0 06 Nov 2021
Capturing the objects of vision with neural networksNature Human Behaviour (Nat Hum Behav), 2021 B. Peters N. Kriegeskorte OCL 132 69 0 07 Sep 2021
Deep Multiagent Reinforcement Learning: Challenges and DirectionsArtificial Intelligence Review (AIR), 2021 Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 213 140 0 29 Jun 2021
Going Beyond Linear Transformers with Recurrent Fast Weight ProgrammersNeural Information Processing Systems (NeurIPS), 2021 Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 186 75 0 11 Jun 2021
Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AIInternational journal of human computer interactions (IJHCI), 2021 Wei Xu Marvin Dainoff Liezhong Ge Zaifeng Gao 406 231 0 12 May 2021
The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL Badr AlKhamissi Muhammad N. ElNokrashy Michael Spranger 61 0 0 07 Apr 2021
CUDA-Optimized real-time rendering of a Foveated Visual System Elian Malkin Arturo Deza T. Poggio 151 8 0 15 Dec 2020
Using Unity to Help Solve Intelligence Tom Ward Andrew Bolt Nik Hemmings Simon Carter Manuel Sanchez ... Jay Lemmon J. Coe Piotr Trochim T. Handley Adrian Bolton 155 19 0 18 Nov 2020
DeepMind Lab2D C. Beattie Thomas Koppe Edgar A. Duénez-Guzmán Joel Z. Leibo VLM 254 21 0 13 Nov 2020
Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization Michal Lisicki Arash Afkanpour Graham W. Taylor 113 28 0 12 Nov 2020
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences Raphael Köster Kevin R. McKee Richard Everett Laura Weidinger William S. Isaac Edward Hughes Edgar A. Duénez-Guzmán T. Graepel M. Botvinick Joel Z Leibo 225 25 0 18 Oct 2020
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition Jaromír Janisch Tomávs Pevný Viliam Lisý AI4CE 265 4 0 25 Sep 2020
SEDRo: A Simulated Environment for Developmental RoboticsJoint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), 2020 Aishwarya Pothula Md Ashaduzzaman Rubel Mondol Sanath Narasimhan Sm Mazharul Islam Deokgun Park 110 5 0 03 Sep 2020
A neural network walks into a lab: towards using deep nets as models for human behavior Wei-Ying Ma B. Peters HAI AI4CE 154 59 0 02 May 2020
Psychophysical Evaluation of Deep Re-Identification Models Hamish Nicholson 121 1 0 28 Apr 2020
Neuroevolution of Self-Interpretable AgentsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2020 Yujin Tang Duong Nguyen David R Ha 247 116 0 18 Mar 2020
Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models Lizhen Liang Daniel Ernesto Acuna 119 15 0 15 Dec 2019
Increasing Generality in Machine Learning through Procedural Content GenerationNature Machine Intelligence (NMI), 2019 S. Risi Julian Togelius 165 136 0 29 Nov 2019
Generalization of Reinforcement Learners with Working and Episodic MemoryNeural Information Processing Systems (NeurIPS), 2019 Meire Fortunato Melissa Tan Ryan Faulkner Steven Hansen Adria Puigdomenech Badia Gavin Buttimore Charlie Deck Joel Z Leibo Charles Blundell 280 72 0 29 Oct 2019
Interval timing in deep reinforcement learning agentsNeural Information Processing Systems (NeurIPS), 2019 B. Deverett Ryan Faulkner Meire Fortunato Greg Wayne Joel Z Leibo 111 16 0 31 May 2019
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent IntelligenceAAAI Conference on Artificial Intelligence (AAAI), 2019 Yuhang Song Andrzej Wojcicki Thomas Lukasiewicz Jianyi Wang Abi Aryan Zhenghua Xu Mai Xu Zihan Ding Lianlong Wu AI4CE ELM 397 34 0 17 May 2019
Autocurricula and the Emergence of Innovation from Social Interaction: A Manifesto for Multi-Agent Intelligence Research Joel Z Leibo Edward Hughes Marc Lanctot T. Graepel 220 116 0 02 Mar 2019
Optimizing Agent Behavior over Long Time Scales by Transporting Value Chia-Chun Hung Timothy Lillicrap Josh Abramson Yan Wu M. Berk Mirza Federico Carnevale Arun Ahuja Greg Wayne 154 126 0 15 Oct 2018
ViZDoom Competitions: Playing Doom from Pixels Marek Wydmuch Michal Kempka Wojciech Ja'skowski 129 137 0 10 Sep 2018
Unity: A General Platform for Intelligent Agents Arthur Juliani Vincent-Pierre Berges Esh Vckay Andrew Cohen Jonathan Harper ... Chris Goy Yuan Gao Hunter Henry Marwan Mattar Danny Lange 291 889 0 07 Sep 2018
Re-evaluating Evaluation David Balduzzi K. Tuyls Julien Perolat T. Graepel MoMe 229 110 0 07 Jun 2018
A Neurobiological Evaluation Metric for Neural Network Model Search Nathaniel Blanchard Jeffery Kinnison Brandon RichardWebster P. Bashivan Walter J. Scheirer 259 12 0 28 May 2018
AGI Safety Literature Review Tom Everitt G. Lea Marcus Hutter AI4CE 154 125 0 03 May 2018
Closing the AI Knowledge Gap Ziv Epstein Blakeley H. Payne J. Shen Abhimanyu Dubey Bjarke Felbo Matthew Groh Nick Obradovich Manuel Cebrian Iyad Rahwan 88 23 0 20 Mar 2018
Visual Psychophysics for Making Face Recognition Algorithms More Explainable Brandon RichardWebster So Yon Kwon Christopher Clarizio Samuel E. Anthony Walter J. Scheirer CVBM 132 42 0 19 Mar 2018
Kickstarting Deep Reinforcement Learning Simon Schmitt Jonathan J. Hudson Augustin Žídek Simon Osindero Carl Doersch ... Joel Z Leibo Heinrich Küttler Andrew Zisserman Karen Simonyan S. M. Ali Eslami OnRL 263 142 0 10 Mar 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures L. Espeholt Hubert Soyer Rémi Munos Karen Simonyan Volodymyr Mnih ... Vlad Firoiu Tim Harley Iain Dunning Shane Legg Koray Kavukcuoglu 570 1,726 0 05 Feb 2018