thiagopbueno / rddlgymLinks
A toolkit for working with RDDL domains in Python3.
☆17Updated 5 years ago
Alternatives and similar repositories for rddlgym
Users that are interested in rddlgym are comparing it to the libraries listed below
Sorting:
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 7 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆57Updated 2 years ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Updated 4 years ago
- A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.☆87Updated 3 weeks ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 5 years ago
- Automatically exported from code.google.com/p/rddlsim☆55Updated last year
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30Updated 5 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- ☆99Updated 2 years ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆16Updated 5 years ago
- Emergence of complex strategies through multiagent competition☆45Updated 2 years ago
- Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)☆33Updated 5 years ago
- Implementation of the Option-Critic Architecture☆40Updated 6 years ago
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆51Updated 4 years ago
- Gym-like extensions for POMDP☆57Updated 4 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆84Updated 4 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆108Updated 3 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- Library to compare and evaluate reward functions☆67Updated 2 years ago
- Mirror Descent Policy Optimization☆41Updated 5 years ago
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆47Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- Model-based reinforcement learning in TensorFlow☆56Updated 4 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆21Updated 4 years ago
- ☆30Updated 2 years ago
- ☆32Updated 2 years ago
- AGAC: Adversarially Guided Actor-Critic☆47Updated 4 years ago