watchernyu / REDQLinks
Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.
☆172Updated 11 months ago
Alternatives and similar repositories for REDQ
Users that are interested in REDQ are comparing it to the libraries listed below
Sorting:
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆179Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆150Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆189Updated 3 years ago
- ☆201Updated 2 years ago
- Conservative Q Learning on top of SAC☆132Updated 3 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆135Updated last year
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆77Updated 2 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆143Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆374Updated 3 years ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆135Updated last month
- Distributional Soft Actor Critic☆59Updated 5 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆68Updated 2 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆227Updated 4 years ago
- ☆57Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆251Updated 5 years ago
- Official implementation of the paper `Augmenting GAIL with BC for sample efficient imitation learning` in PyTorch☆34Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆201Updated 10 months ago
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆111Updated 4 years ago
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆97Updated 5 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆150Updated 4 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆30Updated 2 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆216Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆193Updated 2 years ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆106Updated last year
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆77Updated 3 years ago
- Pytorch Implementation for First Order Constrained Optimization in Policy Space (FOCOPS).☆29Updated 3 years ago
- ☆286Updated 3 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆335Updated last year
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 9 months ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆60Updated 2 years ago