The International 2018: Results - Large-scale study of curiosity-driven learning
- OpenAI Five Benchmark: Results
- Learning dexterity
- Variational option discovery algorithms
Talk the Walk: Teaching AI systems to navigate New York through language - Learning Montezuma’s Revenge from a single demonstration
- Retro Contest: Results
- Learning policy representations in multiagent systems
- Improving language understanding with unsupervised learning
- AI and compute
- AI at F8 2018: Open frameworks and responsible development
- Advancing state-of-the-art image recognition with deep learning on hashtags
- Evolved Policy Gradients
- Variance reduction for policy gradient with action-dependent factorized baselines
- Improving GANs using optimal transport
- On first-order meta-learning algorithms
- Reptile: A scalable meta-learning algorithm
- Some considerations on learning to explore via meta-reinforcement learning
- Ingredients for robotics research