mila-iqia / spr
Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
☆157Updated 3 years ago
Alternatives and similar repositories for spr:
Users that are interested in spr are comparing it to the libraries listed below
- ☆191Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆146Updated 3 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆165Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆173Updated 2 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆210Updated 7 months ago
- A list of papers regarding generalization in (deep) reinforcement learning☆150Updated last year
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆90Updated 4 months ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆186Updated last year
- ☆110Updated last year
- ☆119Updated 5 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 2 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆121Updated 3 years ago
- ☆52Updated 4 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆136Updated last year
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆187Updated 2 years ago
- Multi Task RL Baselines☆231Updated 3 years ago
- Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined wit…☆188Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆159Updated 2 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆158Updated 4 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆89Updated 5 months ago
- impact-driven-exploration☆130Updated last year
- ☆54Updated 10 months ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆193Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆82Updated 2 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆121Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆108Updated last year
- Code for "Learning to Reach Goals via Iterated Supervised Learning"☆76Updated 2 years ago
- Soft Actor-Critic☆142Updated 6 years ago