Deep Transformer Q-Networks for Partially Observable Reinforcement Learning
☆177Jul 7, 2024Updated 2 years ago
Alternatives and similar repositories for DTQN
Users that are interested in DTQN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Asymmetric methods for partially observable reinforcement learning☆10Jun 9, 2025Updated last year
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆183Feb 21, 2023Updated 3 years ago
- Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)☆96Nov 21, 2023Updated 2 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆211Jun 18, 2024Updated 2 years ago
- ☆10Apr 13, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Beamer theme for Northeastern University☆17Oct 22, 2024Updated 2 years ago
- Gridworld domains in the gym interface☆29Oct 2, 2024Updated 2 years ago
- ☆32Dec 1, 2019Updated 6 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆77Apr 26, 2026Updated 6 months ago
- Code for Equivariant Transporter Network☆23Apr 17, 2023Updated 3 years ago
- ☆20Jun 25, 2023Updated 3 years ago
- ☆18Jul 10, 2022Updated 4 years ago
- A Reinforcement Learning Project using PPO + Transformer☆94Jul 21, 2023Updated 3 years ago
- Transformer in RL for decision-making☆107Feb 13, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆354Apr 26, 2026Updated 6 months ago
- ☆20Jan 30, 2023Updated 3 years ago
- Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind☆406Aug 11, 2026Updated 2 months ago
- Transformers are Meta-Reinforcement Learners - International Conference on Machine Learning (ICML) 2022☆69May 8, 2023Updated 3 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Feb 14, 2023Updated 3 years ago
- Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.☆2,845Apr 29, 2024Updated 2 years ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆11Feb 28, 2023Updated 3 years ago
- ☆23Aug 19, 2022Updated 4 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆95Jan 15, 2024Updated 2 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.
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆97May 21, 2023Updated 3 years ago
- This repository contains the code of the paper Policy learning in SE(3) action spaces. Project website: https://pointw.github.io/asrse3-p…☆11Feb 24, 2021Updated 5 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆160Apr 28, 2024Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆118Apr 16, 2026Updated 6 months ago
- A curated list of Decision Transformer resources (continually updated)☆920May 21, 2026Updated 5 months ago
- ☆11Nov 1, 2022Updated 4 years ago
- Official implementation for "Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows", NeurIPS 2022, O…☆12Jan 31, 2023Updated 3 years ago
- Classic environments for reinforcement learning and dynamic programming, implemented in OpenAI Gym and Gymnasium.☆21May 2, 2023Updated 3 years ago
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Generalised UDRL☆37May 12, 2022Updated 4 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆58Dec 27, 2023Updated 2 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" (ICLR 2022)☆14Mar 14, 2022Updated 4 years ago
- Official repository of the paper TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Proble…☆64Apr 13, 2024Updated 2 years ago
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆85Feb 13, 2025Updated last year
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆58May 21, 2023Updated 3 years ago