I am trying to save a model with tensorflow-agents. First I define the following: and then save the model like this: This works ok in google col ...
I am trying to save a model with tensorflow-agents. First I define the following: and then save the model like this: This works ok in google col ...
In the environment tutorial of tensorflow agents (https://www.tensorflow.org/agents/tutorials/2_environments_tutorial), the state is stored as an inte ...
I'm trying to experiment with using tf_agents' PPOAgent in the CartPole-v1 environment, but I am recieving the following error upon declaring the agen ...
I successfully followed this official tensorflow tutorial for training an agent to solve the 'CartPole-v0' gym environment. I only diverged from the t ...
I'm working on Multi-Armed-Bandit problem, using LinearUCBAgent and LinearThompsonSamplingAgent but they both return a single action for an observatio ...
I am building a PPO agent side by side with the TF-Agents DQN tutorial. The idea was checking the basics structures needed for a simple tf-agent to wo ...
I want to model my environment such that each action is made of 3 possible sub-actions. I've defined the _action_spec of my tf_agents.environments.py ...
In the tensorflow documentation for TF-Agents Environments there is an example of an environment for a simple (blackjack inspired) card game. The ini ...
I noticed something weird happening when converting a Python environment into a TF environment using tf_agents.environments.TFPyEnvironment and I'd li ...
I am trying to use TF-agents in a simple multi-agent non-cooperative parallel game. To simplify, I have two agents, defined with TF-agents. I defined ...
I'm working on an PPO agent that plays (well, should) Doom using TF-Agents. As input to the agent, I am trying to give it a stack of 4 images. My comp ...
I cannot find any full examples of using the DdpgAgent from tf-agents in TensorFlow and have not been able to get it to work. Could someone please lin ...
I apologize in advance for the question in the title not being very clear. I'm trying to train a reinforcement learning policy using tf-agents in whic ...
I'm posting a question that was posted by another user and then deleted. I had the same question, and I found an answer. The original question: I am ...
I'm using TF-Agents library for reinforcement learning, and I would like to take into account that, for a given state, some actions are invalid. How ...
There are pysc2(https://github.com/deepmind/pysc2) & Tensorflow(1.x) and OpenAI-Baselines(https://github.com/openai/baselines), like the following ...
I am trying to train a Reinforcement Learning agent using TF-Agent TF-Agent DQN Tutorial. In my application, I have 1 action containing 9 possible dis ...
Suppose you have an environment that has input parameters: for example, to create an instance you would use env_instance = MyEnv(var_1=3, var_2=5, .. ...
This Code should train a DQN (Deep Q Networks) agent on the Cartpole environment using the TF-Agents library, but it seems the agent is not training p ...
I have created a custom environment for reinforcement learning with tf-agents (not needed to answer this question), which works fine if I instantiate ...