The Room environments

The Room environments are Gymnasium-compatible partially observable environments where an agent observes object-location events and answers questions about the world state.

At the moment, there are three maintained versions of the Room environments.

Overview

• RoomEnv-v0: the original Room environment released with the Human-Like Memory Systems project.
• RoomEnv-v1: the Explicit Memory version with a richer configuration and DES-based setup.
• RoomEnv-v3: the RoomKG benchmark with deterministic object movement, periodic inner walls, and fixed question count.

Project pages for work that uses the Room environments

• "A Machine With Human-Like Memory Systems"
• "A Machine with Short-Term, Episodic, and Semantic Memory Systems"
• "A Neurosymbolic Benchmark for Temporal Knowledge-Graph Memory in Partially Observable Environments"
• "Short-Term-to-Long-Term Memory Transfer for Knowledge Graphs under Partial Observability "