bmazoure / DRIML
Code for Deep Reinforcement and InfoMax Learning (Neurips 2020)
☆10Updated 4 years ago
Alternatives and similar repositories for DRIML:
Users that are interested in DRIML are comparing it to the libraries listed below
- Variational Reinforcement Learning☆16Updated 7 months ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Updated 6 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- [ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning☆33Updated 5 years ago
- Reinforcement Learning papers on exploration methods.☆20Updated 3 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆60Updated 5 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)☆18Updated 3 years ago
- Sparse environment for MuJoCo suite (v2 and v3)☆8Updated 5 years ago
- Official implementation of DynE, Dynamics-aware Embeddings for RL☆43Updated 3 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆22Updated 3 years ago
- Generalised UDRL☆37Updated 2 years ago
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆29Updated 4 years ago
- Dead-ends and Secure Exploration in Reinforcement Learning☆11Updated 5 years ago
- A Jax/Stax implementation of the general meta learning paper: Oh, J., Hessel, M., Czarnecki, W.M., Xu, Z., van Hasselt, H.P., Singh, S. a…☆21Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- ☆25Updated 6 years ago
- Official codebase for Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings.☆21Updated 4 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 4 years ago
- Public Release of Plan2vec Implementation in pyTorch☆56Updated 2 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 4 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆23Updated 5 years ago
- Sandbox environment for generalizable agent research☆24Updated 2 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)☆44Updated last year
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆18Updated 4 years ago
- 🧶 Minimal PyTorch Soft Actor Critic (SAC) implementation☆38Updated 3 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated 2 years ago
- ☆19Updated 3 years ago
- ICLR 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies☆18Updated 4 years ago