sfujim / TD3_BC
Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL
☆327Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for TD3_BC
- PyTorch implementation of Soft Actor-Critic (SAC)☆515Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆295Updated 2 years ago
- Code for conservative Q-learning☆410Updated 2 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆331Updated last year
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆281Updated last year
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆123Updated 6 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆155Updated 2 years ago
- PyTorch implementation of SAC-Discrete.☆284Updated 3 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆281Updated 7 months ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆195Updated 3 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆117Updated 3 months ago
- ☆190Updated last year
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆132Updated 3 months ago
- A collection of offline reinforcement learning algorithms.☆157Updated 5 months ago
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆253Updated 4 years ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆172Updated last year
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆152Updated last week
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆479Updated last year
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆161Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆175Updated 2 months ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆225Updated 4 years ago
- (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation☆204Updated last year
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆306Updated 2 months ago
- ☆235Updated 2 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆271Updated 3 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆192Updated 5 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆125Updated 6 months ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆161Updated 3 months ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆135Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆209Updated last year