POPGym

POPGym is a benchmark that contains a set of tasks designed to evaluate streaming reinforcement learning algorithms under partial observability.

Papers using POPGym (3)

Streaming Reinforcement Learning under Partial Observability with Real-Time Recurrent Learning2026Quantifying Memory Use in Reinforcement Learning with Temporal Range2025Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning2024