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td3-lunarlander-v3
YoussefTolba/td3-lunarlander-v3
td3-lunarlander-v3 is a reinforcement learning model from YoussefTolba. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for stable-baselines3.
This is a Twin Delayed DDPG (TD3) agent trained on LunarLander-v3.
Access
Public
Updated Dec 10, 2025
Repo size
834 KB
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At a glance
- Task
- Reinforcement Learning
- Library
- stable-baselines3
- Access
- Public
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025
- SHA
- 713d5a5b
Model card
From the Hugging Face model README
TD3 Agent for LunarLander-v3
This is a Twin Delayed DDPG (TD3) agent trained on LunarLander-v3.
Experiment Results
- Final Mean Reward: 152.83
- Total Timesteps: 100000
Hyperparameters
{'env_id': 'LunarLander-v3', 'project_name': 'td3-lunarlander-continuous', 'run_name': 'td3_run_a172a03d', 'seed': 42, 'total_timesteps': 100000, 'learning_starts': 10000, 'hidden_dim': 256, 'actor_lr': 0.0003, 'critic_lr': 0.0003, 'batch_size': 256, 'buffer_size': 1000000, 'gamma': 0.99, 'tau': 0.005, 'policy_noise': 0.2, 'noise_clip': 0.5, 'policy_delay': 2, 'exploration_noise': 0.1, 'eval_freq': 5000, 'save_model': True, 'hf_repo_id': 'yousefyousefyousef335/td3-lunarlander-v3'}
- Task
- Reinforcement Learning
- Library
- stable-baselines3
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025