Scaling Multi-Agent RL for Underwater Acoustic Tracking

GPU-accelerated simulation and Transformer-based MARL for cooperative underwater tracking.

Parallelised Q-Network for Continuous Action Spaces

Extension of PQN to continuous action spaces.

Simplifying Deep Temporal Difference Learning

A modern implementation of Deep Q-Network without target networks and replay buffers.