facebookresearch / dcem
The Differentiable Cross-Entropy Method
☆126Updated 4 years ago
Alternatives and similar repositories for dcem:
Users that are interested in dcem are comparing it to the libraries listed below
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- CompILE: Compositional Imitation Learning and Execution (ICML 2019)☆112Updated 5 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆61Updated 5 years ago
- ☆98Updated 2 years ago
- Public Release of Plan2vec Implementation in pyTorch☆56Updated 2 years ago
- A library of probabilistic model based RL algorithms in pytorch☆107Updated 4 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- Autoregressive policies for continuous control reinforcement learning☆32Updated 5 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆93Updated 4 years ago
- ☆47Updated 4 years ago
- ☆54Updated 7 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- Official implementation of DynE, Dynamics-aware Embeddings for RL☆43Updated 3 years ago
- Guided-Meta Policy Search☆40Updated 2 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- ☆117Updated 6 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- ☆103Updated 8 months ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 6 years ago
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Updated 4 years ago
- "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020☆33Updated 4 years ago
- Deep Variational Reinforcement Learning☆135Updated 2 years ago
- Revisiting Rainbow☆74Updated 3 years ago
- State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox☆163Updated 5 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Code accompanying the OptionGAN paper.☆44Updated 6 years ago