# Reinforcement Learning Control
Dqn CartPole V1
This is a reinforcement learning model based on Deep Q-Network (DQN), specifically designed to solve the balancing pole problem in the CartPole-v1 environment.
Molecular Model
D
sb3
35
0
Td3 Hopper V3
This is a TD3 agent model trained using the stable-baselines3 library, specifically designed for reinforcement learning tasks in the Hopper-v3 environment.
Physics Model
T
sb3
30
0
Ppo Hopper V3
This is a PPO reinforcement learning model trained based on the stable-baselines3 library, specifically designed for continuous control tasks in the Hopper-v3 environment.
Physics Model
P
sb3
19
0
Ppo HalfCheetah V3
This is a reinforcement learning model based on the PPO algorithm, specifically designed for the HalfCheetah-v3 environment and trained using the stable-baselines3 library.
Physics Model
P
sb3
51
1
Ppo MountainCar V0
This is a deep reinforcement learning model based on the PPO algorithm, specifically designed to solve control problems in the MountainCar-v0 environment.
Physics Model
P
sb3
21
1
Dqn MountainCar V0
This is a DQN agent model trained using stable-baselines3, specifically designed to solve reinforcement learning tasks in the MountainCar-v0 environment.
Molecular Model
D
sb3
578
1
Ppo CartPole V1
This is a reinforcement learning model based on the PPO algorithm, specifically designed to solve the balancing problem in the CartPole-v1 environment.
Molecular Model
P
sb3
449
0
Decision Transformer Gym Walker2d Expert
This is a trained decision transformer model, with training data derived from expert trajectories sampled in the Gym Walker2d environment.
Physics Model
Transformers

D
edbeeching
14
4
Decision Transformer Gym Hopper Medium
This is a decision transformer model trained on medium-performance trajectories in the Gym Hopper environment, suitable for continuous control tasks.
Physics Model
Transformers

D
edbeeching
6,518
6
Decision Transformer Gym Hopper Expert
This is a trained decision transformer model, with training data sourced from expert trajectories in the Gym Hopper environment.
Physics Model
Transformers

D
edbeeching
727
19
Decision Transformer Gym Halfcheetah Medium
This is a reinforcement learning model based on the Decision Transformer architecture, specifically trained for the Gym HalfCheetah continuous control environment using medium-quality trajectory data.
Physics Model
Transformers

D
edbeeching
27
0
Decision Transformer Gym Halfcheetah Expert
This is a trained decision transformer model, with training data sampled from expert trajectories in the Gym HalfCheetah environment.
Physics Model
Transformers

D
edbeeching
98
1
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