proroklab / popgymLinks
Partially Observable Process Gym
☆193Updated last week
Alternatives and similar repositories for popgym
Users that are interested in popgym are comparing it to the libraries listed below
Sorting:
- Benchmarking RL generalization in an interpretable way.☆157Updated last week
- Datasets with baselines for offline multi-agent reinforcement learning.☆172Updated last month
- A tool for aggregating and plotting MARL experiment data.☆77Updated 5 months ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆303Updated last year
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆320Updated 10 months ago
- ☆198Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆219Updated 2 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆145Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆180Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆182Updated 9 months ago
- ☆232Updated 7 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆172Updated 3 months ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- ☆304Updated 6 months ago
- Baseline implementation of recurrent PPO using truncated BPTT☆148Updated last year
- Prioritized Experience Replay implementation with proportional prioritization☆81Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆128Updated 10 months ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 5 months ago
- A Simplified Pytorch Version of the Dreamer Algorithm☆128Updated last year
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆190Updated 2 years 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
- ☆344Updated 2 years ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆132Updated 10 months ago
- Code for MOPO: Model-based Offline Policy Optimization☆179Updated 3 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆111Updated 2 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆205Updated 9 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆143Updated 2 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆217Updated last year
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆52Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆126Updated 3 years ago