thiagopbueno / rddlgymLinks
A toolkit for working with RDDL domains in Python3.
☆17Updated 4 years ago
Alternatives and similar repositories for rddlgym
Users that are interested in rddlgym are comparing it to the libraries listed below
Sorting:
- A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.☆83Updated this week
- A collection of RL algorithms written in JAX.☆100Updated 3 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated 2 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆46Updated last year
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆51Updated 4 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 6 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 3 years ago
- Emergence of complex strategies through multiagent competition☆44Updated 2 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆42Updated 10 months ago
- An implementation of the Escape Room domain for Hierarchical Reinforcement Learning.☆25Updated 6 years ago
- ☆30Updated 2 years ago
- Gym-like extensions for POMDP☆57Updated 4 years ago
- Implementation of the Option-Critic Architecture☆39Updated 6 years ago
- Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play☆14Updated 7 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆87Updated 4 years ago
- Model-based reinforcement learning in TensorFlow☆56Updated 3 years ago
- ☆29Updated 4 years ago
- A practical step-by-step guide to applying RUDDER☆35Updated 5 years ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆16Updated 5 years ago
- ☆31Updated 6 years ago
- ☆69Updated last year
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30Updated 5 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 5 years ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆73Updated last year
- Benchmarking RL generalization in an interpretable way.☆157Updated last month
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆67Updated 5 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- Hindsight policy gradients☆45Updated 5 years ago
- Standard interface for entity based reinforcement learning environments.☆38Updated last year