ICLR 2022 Workshop ALOE Submissions

Meta-World Conditional Neural Processes
Suzan Ece Ada, Emre Ugur
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
A little taxonomy of open-endedness
Asiiah Song
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Dojo: A Benchmark for Large Scale Multi-Task Reinforcement Learning
Dominik Schmidt
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Streaming Inference for Infinite Non-Stationary Clustering
Rylan Schaeffer, Gabrielle Kaili-May Liu, Yilun Du, Scott Linderman, Ila R Fiete
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Ensemble Learning as a Peer Process
Ehsan Beikihassan, Ali Parviz, Amy K Hoover, Ioannis Koutis
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Watts: Infrastructure for Open-Ended Learning
Aaron Dharna, Charlie Summers, Rohin Dasari, Julian Togelius, Amy K Hoover
- Published: 23 Apr 2022, Last Modified: 22 Oct 2023
- ALOE@ICLR2022
- Readers: Everyone
Generalization Games for Reinforcement Learning
Manfred Diaz, Charlie Gauthier, Glen Berseth, Liam Paull
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
A Study of Off-Policy Learning in Environments with Procedural Content Generation
Andy Ehrenberg, Robert Kirk, Minqi Jiang, Edward Grefenstette, Tim Rocktäschel
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning
Michael Matthews, Mikayel Samvelyan, Jack Parker-Holder, Edward Grefenstette, Tim Rocktäschel
- Published: 28 Mar 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Meta-Gradients in Non-Stationary Environments
Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Walk the Random Walk: Learning to Discover and Reach Goals Without Supervision
Lina Mezghani, Piotr Bojanowski, Karteek Alahari, Sainbayar Sukhbaatar
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022 Spotlight
- Readers: Everyone
Bayesian Generational Population-Based Training
Xingchen Wan, Cong Lu, Jack Parker-Holder, Philip J. Ball, Vu Nguyen, Binxin Ru, Michael Osborne
- Published: 23 Apr 2022, Last Modified: 22 Oct 2023
- ALOE@ICLR2022
- Readers: Everyone
Don't Freeze Your Embedding: Lessons from Policy Finetuning in Environment Transfer
Victoria Dean, Daniel Kenji Toyama, Doina Precup
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022 Spotlight
- Readers: Everyone
An Empirical Investigation of Mutual Information Skill Learning
Faisal Mohamed, Benjamin Eysenbach, Russ Salakhutdinov
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Open-Ended Reinforcement Learning with Neural Reward Functions
Robert Meier, Asier Mujika
- Published: 23 Apr 2022, Last Modified: 22 Oct 2023
- ALOE@ICLR2022
- Readers: Everyone
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization
Thomas PIERROT, Valentin Macé, Felix Chalumeau, Arthur Flajolet, Geoffrey Cideron, Karim Beguir, Antoine Cully, Olivier Sigaud, Nicolas Perrin-Gilbert
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Discovering Unsupervised Behaviours from Full State Trajectories
Luca Grillotti, Antoine Cully
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
DSA-ME: Deep Surrogate Assisted MAP-Elites
Yulun Zhang, Matthew Christopher Fontaine, Amy K Hoover, Stefanos Nikolaidis
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022 Spotlight
- Readers: Everyone
Specialization and Exchange in Neural MMO
Joseph Suarez, Phillip Isola
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Subjective Learning for Conflicting Data
Tianren Zhang, Yizhou Jiang, Xin Su, Shangqi Guo, Chongkai Gao, Feng Chen
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Zero-Shot Reward Specification via Grounded Natural Language
Parsa Mahmoudieh, Deepak Pathak, Trevor Darrell
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Learning Object-Centered Autotelic Behaviors with Graph Neural Networks
Ahmed Akakzia, Olivier Sigaud
- Published: 23 Apr 2022, Last Modified: 22 Oct 2023
- ALOE@ICLR2022
- Readers: Everyone
Accelerated Quality-Diversity for Robotics through Massive Parallelism
Bryan Lim, Maxime Allard, Luca Grillotti, Antoine Cully
- Published: 23 Apr 2022, Last Modified: 22 Oct 2023
- ALOE@ICLR2022 Spotlight
- Readers: Everyone
Learning to Walk Autonomously via Reset-Free Quality-Diversity
Bryan Lim, Alexander Reichenbach, Antoine Cully
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone
Agent, do you see it now? systematic generalisation in deep reinforcement learning
Borja G. León, Murray Shanahan, Francesco Belardinelli
- Published: 23 Apr 2022, Last Modified: 05 May 2023
- ALOE@ICLR2022
- Readers: Everyone