Vmax is an applied research lab working at the frontier of reinforcement learning. They are seeking a research fellow to develop approaches for automating the design of tasks for RL agents to enhance their learning capabilities.
Responsibilities:
- Develop new approaches to task construction - building on literature in open endedness and unsupervised environment design
- Develop new reward functions for environment design
- Benchmark the agents that learn in generated environments
- Validate your research on industry specific problems