DI-engine VS brain-agent

Compare DI-engine vs brain-agent and see what are their differences.

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DI-engine brain-agent
3 2
2,553 92
5.7% -
8.7 3.0
10 days ago 4 months ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

DI-engine

Posts with mentions or reviews of DI-engine. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-15.

brain-agent

Posts with mentions or reviews of brain-agent. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-15.

What are some alternatives?

When comparing DI-engine and brain-agent you can also consider the following projects:

stable-baselines - A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

popgym - Partially Observable Process Gym

pytorch-a2c-ppo-acktr-gail - PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

episodic-transformer-memory-ppo - Clean baseline implementation of PPO using an episodic TransformerXL memory

tianshou - An elegant PyTorch deep reinforcement learning library.

ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

seed_rl - SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

Gymnasium - An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

on-policy - This is the official implementation of Multi-Agent PPO (MAPPO).

myosuite - MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

godot_rl_agents - An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents