Center for Human-Compatible AI

Clean PyTorch implementations of imitation and reward learning algorithms

HumanCompatibleAI

Find best-response to a fixed policy in multi-agent RL

HumanCompatibleAI

HumanCompatibleAI

Code accompanying "Learning What To Do by Simulating the Past", ICLR 2021.

HumanCompatibleAI

An Empirical Investigation of Representation Learning for Imitation (EIRLI), NeurIPS'21

HumanCompatibleAI

Library to compare and evaluate reward functions

HumanCompatibleAI

HumanCompatibleAI

HumanCompatibleAI

Code for "On the Utility of Learning about Humans for Human-AI Coordination"

HumanCompatibleAI

Infer how suboptimal agents are suboptimal while planning, for example if they are hyperbolic time discounters.

HumanCompatibleAI