automl / mdp-playgroundLinks
A python package to design and debug RL agents.
☆32Updated last month
Alternatives and similar repositories for mdp-playground
Users that are interested in mdp-playground are comparing it to the libraries listed below
Sorting:
- ☆30Updated 4 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆57Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆50Updated last year
- ☆32Updated 2 years ago
- Vectorization techniques for fast population-based training.☆56Updated 3 years ago
- Mirror Descent Policy Optimization☆41Updated 5 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated 2 years ago
- Model-based reinforcement learning in TensorFlow☆56Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Updated 4 years ago
- ☆49Updated 2 years ago
- ☆52Updated 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
- Modular Single-file Reinfocement Learning Algorithms Library☆38Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆23Updated last year
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- ☆31Updated 2 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆41Updated 3 years ago
- Reinforcement learning library in JAX.☆100Updated 2 years ago
- ☆34Updated 5 years ago
- Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to e…☆84Updated last year
- Change-Based Exploration Transfer☆35Updated 3 years ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆45Updated 2 years ago
- ☆32Updated 4 years ago
- ☆114Updated 2 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" (ICLR 2022)☆14Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆168Updated this week