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This is rather vague question: what is the future plan of rllab?
I'm new to RL. While learning and implementing some algorithms, I think rllab is a great platform that I can add my own code. But, …
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- High: It blocks me to complete my task.
Hi, I’m new to OpenAI Gym and RLlib. SO my question may be dumb.
I'm using
Anaconda python 3.9
Gym 0.21.0
Ray 1.12.1
Tensorflow 2.8
…
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## Describe the bug
When training on `PettingZoo/MultiWalker-v9` with `Multi-Agent Soft Actor-Critic`, **all** losses (`loss_actor`, `loss_qvalue`, `loss_alpha`) explode after ~1M environment steps…
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Has anyone successfully trained a good policy with the current default parameters using the RL template? After training multiple times for over 1 million timesteps (60 000 episodes) the only policy th…
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### What happened + What you expected to happen
When I create a custom Environment which has a `gym.spaces.Dict` as `observation_space`, I cannot export the model to TorchScript.
For this I use:…
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The following commit https://github.com/openai/baselines/commit/9fa8e1baf1d1f975b87b369a8082122eac812eb1#diff-fc3e1c3522d2c7871bda86ed40bcb0ddL28 introduced non-deterministic behavior of PPO1 when ran…
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Excuse me, where are env and ddpg_agent
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Initially deepbots was developed to support Reinforcement Learning algorithms however we expect that easily can be extended to support Evolutionary Algorithms. When it comes to evolutionary algorithm …
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In line 276 of CCM_MADDPG.py, I wonder why " newactor_action_var = self.actors[agent_id](states_var[:, agent_id, :]" instead of "newactor_action_var = self.actors[agent_id](next_states_var[:, agent_id…
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