some experiments with training and fine-tuning decision transformer
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Sep 22, 2023 - Python
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decision-transformers
Here are 24 public repositories matching this topic...
Reinforcement Learning is often complex, but Decision Transformers frame offline RL as a sequence modeling problem. This repo provides the complete stack -- from development to deployment of Decision Transformers.
natural-language-processing reinforcement-learning transformer reinforcement-learning-algorithms attention-mechanism offline-reinforcement-learning decision-transformers
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May 28, 2025 - Python
Implementation of a Decision Transformer for power-grid control in L2RPN. The model learns from offline Tutor/Junior demonstrations and continues training online, serving as a drop-in replacement for PPO in the original pipeline proposed by aspirin96.
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Dec 2, 2025 - Python
Implementing Decision Transformers from scratch for offline RL, benchmarking return-conditioned policies against Behavior Cloning.
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Jan 26, 2026 - Python
Pilaf is a Backgammon agent using Decision Transformers and Offline RL
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May 17, 2023 - Python
Implementation of the decision tranformer paper in tinygrad
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Aug 16, 2024 - Python
ATAG - Automated Test Automation Generation
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Apr 4, 2024 - Python
Spiking Decision Transformer: Efficient Reinforcement Learning with Event-Based Sequence Modeling
machine-learning reinforcement-learning deep-learning neuroscience neuroevolution computational-neuroscience spiking-neural-networks plasticity gym-environment spiking-networks spiking-neurons spiking-neural-network decision-transformers spiking-transformer
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Jan 21, 2026 - Python
Applying regular transformer and decision transformer on solving the Rubik's cube. A paper is also written to document the results
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Apr 28, 2023 - Python
ViAD - Visualize, Analyse and Decide methodology. It consists of leveraging Vision Transformers to get the raw visual perception of the environment, an LLM for comprehension and strategic planning, and Decision Transformers to implement low level execution leveraging memory-based learning.
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Sep 8, 2025 - Python
Deep Reinforcement Learning AI to play the SuperTuxKart race game using a Decision Transformer
reinforcement-learning deep-reinforcement-learning pytorch supertuxkart gym-environment decision-transformers
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Mar 28, 2023 - Python
Code for paper Sub-goal Distillation: A Method to Improve Small Language Agents, accepted at CoLLAs 2024.
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Jul 25, 2024 - Python
Reinforcement learning auto-bidding library for research and production.
reinforcement-learning ai pid torch pytorch rl cql bidding imitation-learning autobidder auctions online-advertising pytorch-lightning iql offline-rl offline-reinforcement-learning decision-transformers auto-bidding
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Oct 23, 2025 - Python
Code release for the ICLR 2023 conference paper "DeFog: Decision Transformer under Random Frame Dropping"
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Jul 10, 2023 - Python
stable-baselines with JAX & Haiku
reinforcement-learning imitation-learning diffusion haiku dataset-aggregation proximal-policy-optimization behavior-cloning jax soft-actor-critic dm-haiku decision-transformers
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Jun 20, 2024 - Python
This repository is used to generate data and evaluate Decision Transformers on the CityLearn (Challenge 2022) environment for urban energy management
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Aug 22, 2023 - Python
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
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Oct 27, 2024 - Python
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
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Oct 31, 2024 - Python
Implementation of Multi-Game Decision Transformers in PyTorch
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Feb 11, 2023 - Python
The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"
reinforcement-learning transformer-architecture decision-transformers transformer-reinforcement-learning transformer-backbone-for-reinforcement-learning improvement-of-decision-transformer
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Dec 27, 2023 - Python
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