mila-iqia / sprLinks
Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
☆163Updated 4 years ago
Alternatives and similar repositories for spr
Users that are interested in spr are comparing it to the libraries listed below
Sorting:
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆168Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆155Updated 4 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆226Updated last year
- ☆115Updated 2 years ago
- ☆202Updated 2 years ago
- ☆52Updated 5 years ago
- ☆360Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- ☆54Updated last year
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆198Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆153Updated 2 years ago
- Soft Actor-Critic☆157Updated 7 years ago
- Code for "Learning to Reach Goals via Iterated Supervised Learning"☆82Updated 3 years ago
- Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined wit…☆193Updated 4 years ago
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated 2 years ago
- Multi Task RL Baselines☆259Updated 4 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆109Updated 4 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆126Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- ☆55Updated 2 years ago
- ☆53Updated 3 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆194Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆163Updated 2 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆130Updated 4 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆236Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆139Updated 3 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆69Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Updated 3 years ago