aviralkumar2907 / CQLLinks
Code for conservative Q-learning
☆448Updated 3 years ago
Alternatives and similar repositories for CQL
Users that are interested in CQL are comparing it to the libraries listed below
Sorting:
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆636Updated 4 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆362Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆553Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆551Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆501Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆348Updated last year
- A collection of offline reinforcement learning algorithms.☆189Updated 7 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆137Updated last year
- PyTorch implementation of SAC-Discrete.☆307Updated 11 months ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆276Updated 3 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆323Updated 10 months ago
- ☆274Updated 3 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆505Updated 2 years ago
- ☆198Updated 2 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆316Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆317Updated 3 years ago
- (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation☆222Updated 2 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆358Updated 2 years ago
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆259Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆170Updated 3 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆496Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆179Updated 3 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆178Updated 11 months ago
- This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.☆433Updated 3 years ago
- Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.☆435Updated 2 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆130Updated 11 months ago
- Online Decision Transformer☆261Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.☆223Updated 4 years ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆180Updated 2 years ago
- Prioritized Experience Replay (PER) implementation in PyTorch☆346Updated 5 years ago