SaaSHub helps you find the best software and product alternatives Learn more →
Popgym Alternatives
Similar projects and alternatives to popgym
-
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.
-
Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
ppo-implementation-details
The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization
-
Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
-
episodic-transformer-memory-ppo
Clean baseline implementation of PPO using an episodic TransformerXL memory
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
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
-
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better popgym alternative or higher similarity.
popgym reviews and mentions
Posts with mentions or reviews of popgym.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-25.
-
What RL library supports custom LSTM and Transformer neural networks to use with algorithms such as PPO?
POPGym is based on RLlib and has two linear transformers and five or six RNN variants, including LSTM. I've found that transformers tend to perform pretty poorly in RL when compared to RNNs.
-
POPGym: Partially Observable Reinforcement Learning
Code: https://github.com/proroklab/popgym
-
TransformerXL + PPO Baseline + MemoryGym
Have you seen this other ICLR paper, POPGym? Paper: https://openreview.net/forum?id=chDrutUTs0K Code: https://github.com/smorad/popgym
-
Partially observable Continuous Control Gym Environment
https://github.com/smorad/popgym contains 15 partially observable gym environments, but they use discrete actino spaces. I've verified that memoryless models (e.g. PPO+MLP) cannot solve these tasks, except for the navigation ones.
-
A note from our sponsor - SaaSHub
www.saashub.com | 3 May 2024
Stats
Basic popgym repo stats
4
145
6.1
about 1 month ago
proroklab/popgym is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of popgym is Python.
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com