Neural mechanisms underlying reinforcement learning in naturalistic environments are not fully understood. Here authors show that reinforcement learning (RL) agents with hippocampal-like recurrence, unlike feedforward networks, match animal behaviour and neural data in navigation tasks, revealing that hippocampal circuits support RL in naturalistic environments.
- Dabal Pedamonti
- Samia Mohinta
- Rui Ponte Costa