facebookresearch / dcdLinks
Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.
☆138Updated last year
Alternatives and similar repositories for dcd
Users that are interested in dcd are comparing it to the libraries listed below
Sorting:
- Benchmarking RL generalization in an interpretable way.☆173Updated last month
- Evaluating long-term memory of reinforcement learning algorithms☆160Updated 2 years ago
- ☆52Updated 2 years ago
- Deep Hierarchical Planning from Pixels☆112Updated 3 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆231Updated last month
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Updated 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
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆107Updated last year
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆120Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Baselines for gymnax 🤖☆74Updated 2 years ago
- Partially Observable Process Gym☆210Updated 6 months ago
- ☆91Updated 3 months ago
- ☆359Updated 3 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆162Updated 4 years ago
- PAIRED in PyTorch 🔥☆64Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆167Updated 11 months ago
- impact-driven-exploration☆132Updated 2 years ago
- Object Centric Atari games☆96Updated last month
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆83Updated 3 years ago
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆75Updated 2 years ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆85Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆121Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆226Updated last year
- Multi Task RL Baselines☆258Updated 4 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆108Updated 3 years ago