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Principal Research Scientist |
DRL, ML, CV, Robotics
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Imperial College London
- United Kingdom
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09:41
(UTC +01:00) - https://tianhongdai.xyz
Highlights
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reinforcement-learning-algorithms
reinforcement-learning-algorithms PublicThis repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are…
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integrated-gradient-pytorch
integrated-gradient-pytorch PublicThis is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.
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hindsight-experience-replay
hindsight-experience-replay PublicThis is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
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mosse-object-tracking
mosse-object-tracking PublicThis is the implementation of MOSSE tracking algorithm (correlation filter based).
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self-imitation-learning-pytorch
self-imitation-learning-pytorch PublicThis is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.
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modular-agent-fullstack
modular-agent-fullstack PublicA modular, LLM-agnostic fullstack agent framework.
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