Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
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Updated
Jul 31, 2023 - Python
Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
Clean single-file implementation of offline RL algorithms in JAX
PyTorch implementation of the implicit Q-learning algorithm (IQL)
D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.
Source code for the MARL-enabled real-time control of urban drainage system
Reinforcement learning auto-bidding library for research and production.
Non-modular implementation of common RL algorithms
PyTorch Implementation of Offline Reinforcement Learning algorithms
Scalable Multi-Agent Reinforcement Learning with IQL and QMIX — from-scratch implementation in a custom grid environment. Compare independent vs centralized learning as agents scale from 2 to 10.
Offline RL Clinical Treatment Recommender using IQL, CQL, Causal Inference & Digital Twin
Offline RL (IQL) for Franka Panda pick-and-place in MuJoCo, with pre-registered statistical validation
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