A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
☆125Feb 21, 2024Updated 2 years ago
Alternatives and similar repositories for deep_rl_zoo
Users that are interested in deep_rl_zoo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- unofficial code reproducing Agent57☆40Mar 9, 2024Updated 2 years ago
- Simple Distributed Reinforcement Learning Framework(シンプルな分散強化学習フレームワーク)☆60Apr 25, 2026Updated 3 months ago
- PyTorch implementation of Never Give Up: Learning Directed Exploration Strategies☆57Jan 22, 2021Updated 5 years ago
- Exploration by Random Network Distillation☆15Dec 30, 2018Updated 7 years ago
- DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards☆26May 6, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- More efficient exploration for reinforcement learning in two-player, zero-sum game☆21Jul 30, 2024Updated last year
- PyTorch implementation of FQF, IQN and QR-DQN.☆191Jul 25, 2024Updated 2 years ago
- Official repo for our AAAI'21 paper, https://arxiv.org/abs/2007.12354☆30Jul 14, 2021Updated 5 years ago
- ☆40Nov 23, 2021Updated 4 years ago
- Implementation of spiking DQN training using different conversion techniques and backpropagation with surrogate gradients employed on the…☆11Feb 11, 2023Updated 3 years ago
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Feb 23, 2017Updated 9 years ago
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆21May 26, 2022Updated 4 years ago
- ☆14Oct 8, 2023Updated 2 years ago
- Adding Dreamer-v3's implementation tricks to CleanRL's PPO☆16May 19, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆509Jul 20, 2026Updated last week
- [NeurIPS 2022] Open source code for reusing prior computational work in RL.☆100Jul 5, 2023Updated 3 years ago
- ☆19Nov 25, 2022Updated 3 years ago
- Autoregressive policies for continuous control reinforcement learning☆33May 15, 2019Updated 7 years ago
- Code to reproduce the Arena environment experiments from Direct Behavior Specification via Constrained Reinforcement Learning.☆22Sep 10, 2022Updated 3 years ago
- RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features☆142Sep 23, 2019Updated 6 years ago
- A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environm…☆44Sep 19, 2022Updated 3 years ago
- ☆15Jul 4, 2022Updated 4 years ago
- The state-of-art deep rl algorithms for Montezuma's revenge☆28Oct 28, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The implement of the policy gradient RL algorithm with pytorch☆41Dec 7, 2020Updated 5 years ago
- Explore and Control with Adversarial Surprise☆10Jul 20, 2021Updated 5 years ago
- Gym wrapper for pysc2☆10Sep 16, 2022Updated 3 years ago
- implementation of distributed reinforcement learning with distributed tensorflow☆57Jun 5, 2021Updated 5 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆147Mar 12, 2023Updated 3 years ago
- An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch☆56Jul 19, 2022Updated 4 years ago
- ☆19Mar 1, 2023Updated 3 years ago
- ☆39Jan 8, 2020Updated 6 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆74Apr 26, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆122Dec 18, 2020Updated 5 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- ☆10Jun 5, 2024Updated 2 years ago
- Online Decision Transformer☆276Jan 22, 2024Updated 2 years ago
- My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.☆37Mar 24, 2023Updated 3 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆18Jun 19, 2023Updated 3 years ago
- RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random ne…☆466Apr 4, 2025Updated last year