A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
☆202May 25, 2020Updated 5 years ago
Alternatives and similar repositories for atari-model-zoo
Users that are interested in atari-model-zoo are comparing it to the libraries listed below
Sorting:
- Code and links for over 25,000 trained Atari agents☆98Aug 22, 2024Updated last year
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Mar 18, 2019Updated 6 years ago
- Publicly releasable baselines for the Retro contest☆129Nov 22, 2018Updated 7 years ago
- ☆11Feb 20, 2020Updated 6 years ago
- From simulation to real world using deep generative models☆18Sep 30, 2018Updated 7 years ago
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆581Dec 8, 2022Updated 3 years ago
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Feb 23, 2017Updated 9 years ago
- Highly Modular and Scalable Reinforcement Learning☆118Jan 14, 2020Updated 6 years ago
- ☆33Jun 14, 2018Updated 7 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆374Oct 15, 2021Updated 4 years ago
- Velocity in deep-learning research☆279Dec 8, 2022Updated 3 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,405Updated this week
- ☆36Aug 10, 2018Updated 7 years ago
- Code for Emergent Translation in Multi-Agent Communication☆81Jun 6, 2018Updated 7 years ago
- Deep Neuroevolution☆1,663Jan 8, 2024Updated 2 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,198Oct 17, 2022Updated 3 years ago
- Code for the paper "Emergent Complexity via Multi-agent Competition"☆830Apr 2, 2023Updated 2 years ago
- Code for the paper "Quantifying Transfer in Reinforcement Learning"☆408Oct 7, 2023Updated 2 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆268Oct 24, 2019Updated 6 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆210Feb 22, 2019Updated 7 years ago
- Paired Open-Ended Trailblazer (POET) and Enhanced POET☆260Mar 23, 2022Updated 3 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"☆37May 9, 2019Updated 6 years ago
- A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning ag…☆663Sep 6, 2019Updated 6 years ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)☆124Oct 21, 2021Updated 4 years ago
- [NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"☆117Dec 13, 2019Updated 6 years ago
- Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.☆16Sep 24, 2019Updated 6 years ago
- Vectorization techniques for fast population-based training.☆57Aug 12, 2022Updated 3 years ago
- Revisiting Rainbow☆76Jun 9, 2021Updated 4 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Dec 26, 2019Updated 6 years ago
- ICML 2018 Self-Imitation Learning☆278Apr 18, 2020Updated 5 years ago
- PyTorch implementation of Memory Augmented Self-Play☆52Oct 26, 2020Updated 5 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,529Apr 13, 2024Updated last year
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,019Mar 13, 2019Updated 6 years ago
- BabyAI platform. A testbed for training agents to understand and execute language commands.☆756Oct 1, 2023Updated 2 years ago
- Direct Future Prediction (DFP ) in Keras☆109Nov 18, 2017Updated 8 years ago
- Real-World RL Benchmark Suite☆363Aug 11, 2020Updated 5 years ago
- Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.☆562Nov 1, 2020Updated 5 years ago