JimOhman / model-based-rlLinks
Implementation of MuZero with PyTorch, based on the pseudocode from DeepMind (https://arxiv.org/src/1911.08265v2/anc/pseudocode.py).
☆33Updated 2 years ago
Alternatives and similar repositories for model-based-rl
Users that are interested in model-based-rl are comparing it to the libraries listed below
Sorting:
- A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…☆114Updated last year
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆67Updated last year
- Experimentation with Regularized Nash Dynamics on a GPU accelerated game☆47Updated 2 years ago
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆76Updated 2 years ago
- Code for the paper "Phasic Policy Gradient"☆262Updated 2 years ago
- ☆234Updated 8 months ago
- Partially Observable Process Gym☆194Updated last month
- Benchmarking RL generalization in an interpretable way.☆157Updated last month
- ☆199Updated 2 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆178Updated 11 months ago
- ☆305Updated 7 months ago
- Re-implementations of SOTA RL algorithms.☆134Updated last year
- Keeping track of RL experiments☆162Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆220Updated 2 years ago
- PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER,…☆89Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation☆35Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆306Updated last year
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆134Updated last week
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆171Updated 3 years ago
- Datasets with baselines for offline multi-agent reinforcement learning.☆174Updated 2 months ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆161Updated 3 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆101Updated 8 months ago
- Gridworld domains in the gym interface☆28Updated 9 months ago
- ☆277Updated 3 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆277Updated 3 years ago
- Deep Learning Project☆22Updated 5 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆173Updated 4 months ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 6 months ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated 10 months ago
- An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch☆45Updated 3 years ago