mila-iqia / spr
Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
☆158Updated 3 years ago
Alternatives and similar repositories for spr:
Users that are interested in spr are comparing it to the libraries listed below
- Code for MOPO: Model-based Offline Policy Optimization☆173Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆165Updated last month
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆147Updated 3 years ago
- ☆193Updated last year
- OpenAI Gym wrapper for the DeepMind Control Suite☆211Updated 9 months ago
- ☆112Updated last year
- A list of papers regarding generalization in (deep) reinforcement learning☆151Updated last year
- Conservative Q Learning on top of SAC☆125Updated 2 years ago
- ☆52Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆296Updated last year
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆122Updated 3 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆137Updated last year
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆124Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆85Updated 3 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆69Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆140Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆163Updated 2 years ago
- ☆54Updated last year
- Multi Task RL Baselines☆235Updated 3 years ago
- impact-driven-exploration☆130Updated last year
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆104Updated 3 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆186Updated last year
- PyTorch implementation of DreamerV2 model-based RL algorithm☆216Updated last year
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated 2 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆150Updated 4 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆110Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆109Updated last year
- Code for "Learning to Reach Goals via Iterated Supervised Learning"☆76Updated 2 years ago
- Revisiting Rainbow☆74Updated 3 years ago