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@adaptive-agents-lab Adaptive Agents Lab (Adage)

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    14 repositories

    • reppo

      Public
      [Adage Lab version] Official Code for "Relative Entropy Pathwise Policy Optimization"
      Python
      •
      Other
      •12•1•0•0•Updated Apr 25, 2026Apr 25, 2026

    • CF-DQN

      Public
      High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
      Python
      •
      Other
      •0•1•0•0•Updated Apr 1, 2026Apr 1, 2026

    • mdot_tnt

      Public
      Official code repository for the MDOT-TNT algorithm for discrete optimal transport.
      Python
      •
      Other
      •4•0•0•0•Updated Feb 5, 2026Feb 5, 2026

    • understading_auxilliary_tasks

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 13, 2025Jun 13, 2025

    • CVAML

      Public
      Official code for the paper "Calibrated Value-Aware Model Learning with Stochastic Environment Models
      Python
      •0•2•0•0•Updated Jun 13, 2025Jun 13, 2025

    • pandas

      Public
      [ICML'25] PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
      Python
      •2•0•0•0•Updated Jun 13, 2025Jun 13, 2025

    • MAD-TD

      Public
      Code for "MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL", ICLR 2024, Voelcker et a.l/
      Python
      •0•9•0•0•Updated Jun 13, 2025Jun 13, 2025

    • ddvi

      Public
      Official Code for the paper: Deflated Dynamics Value Iteratioon
      Python
      •1•2•0•0•Updated May 4, 2025May 4, 2025

    • understanding_auxiliary_tasks

      Public
      The official code for the paper "When does Self-Prediction help? Understanding Auxiliary Tasks in Reinforcement Learning" published at RLC2024 [https://rlj.cs.u…
      0•1•0•0•Updated Aug 31, 2024Aug 31, 2024

    • opt-robust

      Public
      [TMLR] Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods.
      Python
      •3•0•0•0•Updated Aug 24, 2024Aug 24, 2024

    • PID-Accelerated-TD-Learning

      Public
      A repository of the code used in https://arxiv.org/abs/2407.08803
      Python
      •0•0•0•0•Updated Aug 24, 2024Aug 24, 2024

    • model-alignment

      Public
      [ECCV'24] Improving Adversarial Transferability via Model Alignment
      Python
      •1•0•0•0•Updated Jul 25, 2024Jul 25, 2024

    • MDOT-PNCG

      Public
      Code repository for the paper titled "Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients"
      Python
      •0•1•0•0•Updated Jul 12, 2023Jul 12, 2023

    • vagram

      Public
      [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.
      Python
      •
      MIT License
      •5•0•0•0•Updated Aug 18, 2022Aug 18, 2022
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