Deep RL agents for the MiniGrid 6 Rooms. Implements DQN, Double DQN, Huber Loss, Soft Updates, PER, and Actor-Critic. Best model solves 90% of episodes with improved training stability.
agent reinforcement-learning deep-reinforcement-learning dqn rl minigrid actor-critic double-dqn experience-replay huber-loss soft-update
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Updated
Apr 2, 2025 - Python