239 citations · 252 across the 2 of their papers we have counts for
2 papers
cs.AI2020★ 13 cited
Incentives for Responsiveness, Instrumental Control and Impact
Ryan Carey, Eric Langlois, Chris van Merwijk +2
We introduce three concepts that describe an agent's incentives: response incentives indicate which variables in the environment, such as sensitive demographic information, affect…
cs.LG2019★ 239 cited
Benchmarking Model-Based Reinforcement Learning
Tingwu Wang, Xuchan Bao, Ignasi Clavera +7
Model-based reinforcement learning (MBRL) is widely seen as having the potential to be significantly more sample efficient than model-free RL. However, research in model-based RL h…