SaaSHub helps you find the best software and product alternatives Learn more →
Spinningup Alternatives
Similar projects and alternatives to spinningup
-
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
-
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.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better spinningup alternative or higher similarity.
spinningup reviews and mentions
Posts with mentions or reviews of spinningup.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-14.
-
REINFORCE algorithm implementation question
I am trying to follow a vanilla implementation of REINFORCE algorithm found in here: https://github.com/openai/spinningup/blob/master/spinup/examples/pytorch/pg_math/1_simple_pg.py
-
Why does OpenAI's implementation compute the log prob of an action before completely computing it?
I am looking at OpenAI's implementation of SAC over here. Also, here is their code to compute the action and its log prob -
- Onboarding at openai
- I have so many questions! You guys fascinate me.
-
Rationale for updating Value Function multiple times with same observations in spinninup's VPG-GAE implementation
In OpenAI's spinningup's VPG-GAE implementation , the authors update the value function V(s_t) multiple times at every epoch using the same batch of observations. Copying their code (line 237 onwards in link above):
-
Where to start? General advice for a hobby project
https://spinningup.openai.com/ is a good resource to start understanding the algorithms hands on by looking at their implementations.
-
Proximal Policy Optimization Network Implementation
so PPO can be used to produce deterministic outputs, as you mentioned the two values of the actor network can be those two deterministic values, no need to model a mean and variance, but if you want to get a normal distribution, spinning up intro RL check the section where they explain policies, and later the code where the implementation is, is in pytorch but they have a tensorflow as well, you can see there is comething called gaussian actor, in how they computed the log_prob and then get the mean and var to generate a normal.
-
Is there a particular reason why TD3 is outperforming SAC by a ton on a velocity and locomotion-based attitude control?
Take a look at the SpinningUp repo
-
A note from our sponsor - SaaSHub
www.saashub.com | 5 May 2024
Stats
Basic spinningup repo stats
8
9,653
0.0
19 days ago
openai/spinningup is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of spinningup is Python.
Popular Comparisons
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com