research
∙
06/16/2023
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
Open-source reinforcement learning (RL) environments have played a cruci...
share
research
∙
10/07/2022
Population-Based Reinforcement Learning for Combinatorial Optimization
Applying reinforcement learning (RL) to combinatorial optimization probl...
research
∙
08/04/2022
Meta-learning from Learning Curves Challenge: Lessons learned from the First Round and Design of the Second Round
Meta-learning from learning curves is an important yet often neglected r...
research
∙
10/20/2021
More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences
Incorporating prior knowledge in reinforcement learning algorithms is ma...
research
∙
06/08/2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning
We propose to learn to distinguish reversible from irreversible actions ...
research
∙
11/09/2020