twni2016 / pomdp-baselinesLinks
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
☆326Updated 11 months ago
Alternatives and similar repositories for pomdp-baselines
Users that are interested in pomdp-baselines are comparing it to the libraries listed below
Sorting:
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆174Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆366Updated 3 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆357Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆170Updated 8 months ago
- ☆199Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆305Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆130Updated 11 months ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆316Updated 2 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆149Updated last year
- Code for MOPO: Model-based Offline Policy Optimization☆181Updated 3 years ago
- ☆349Updated 2 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆146Updated last year
- ☆277Updated 3 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆221Updated 4 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆190Updated 2 years ago
- Partially Observable Process Gym☆195Updated last month
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆192Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆504Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆222Updated 2 years ago
- Code for conservative Q-learning☆450Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆157Updated last month
- PyTorch implementation of SAC-Discrete.☆307Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆207Updated 10 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
- Conservative Q Learning on top of SAC☆132Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆248Updated 5 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆555Updated 3 years ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆134Updated 2 weeks ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆350Updated 2 weeks ago
- A collection of offline reinforcement learning algorithms.☆191Updated 8 months ago