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Projects in Awesome Lists by quantumiracle
A curated list of projects in awesome lists by quantumiracle .
https://github.com/quantumiracle/Popular-RL-Algorithms
PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..
reinforcement-learning soft-actor-critic state-of-the-art
Last synced: 12 Nov 2024
https://github.com/quantumiracle/popular-rl-algorithms
PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..
reinforcement-learning soft-actor-critic state-of-the-art
Last synced: 29 Oct 2024
https://github.com/quantumiracle/reinforcement_learning_for_traffic_light_control
Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
Last synced: 22 Oct 2024
https://github.com/quantumiracle/qt_opt
Q-network with cross-entropy (CE) method for reinforcement learning.
Last synced: 22 Oct 2024
https://github.com/quantumiracle/mars
MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.
Last synced: 09 Nov 2024
https://github.com/quantumiracle/cascading-decision-tree
Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning
Last synced: 09 Nov 2024
https://github.com/quantumiracle/benchmark-efficient-reinforcement-learning-with-demonstrations
Benchmark present methods for efficient reinforcement learning. Methods include Reptile, MAML, Residual Policy, etc. RL algorithms include DDPG, PPO.
Last synced: 09 Nov 2024
https://github.com/quantumiracle/consistency_model_for_reinforcement_learning
Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24
Last synced: 02 Nov 2024
https://github.com/quantumiracle/robotic_door_opening_with_tactile_simulation
Official code (simulation part) for paper Sim-to-Real Transfer for Robotic Manipulation with Tactile Sensory Zihan Ding, Ya-Yen Tsai, Wang Wei Lee, Bidan Huang International Conference on Intelligent Robots and Systems (IROS) 2021
Last synced: 23 Oct 2024
https://github.com/quantumiracle/nash-dqn
Official code of Nash-DQN for paper: Nash-DQN algorithm for two-player zero-sum Markov games, details see our paper: A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games. Zihan Ding, Dijia Su, Qinghua Liu, Chi Jin
Last synced: 23 Oct 2024
https://github.com/quantumiracle/rl_rlbench
Reinforcement Learning for RLBench
Last synced: 24 Oct 2024
https://github.com/quantumiracle/on_board_fnn_qubit_discrimination
Sigle qubit state discrimination with machine learning method (neural networks); An on board implementation with vivado FPGA + ARM, for fast qubit discrimination and feedback control in real physics system.
Last synced: 30 Oct 2024
https://github.com/quantumiracle/rl-with-autoencoder-for-learning-from-image-pixels
Last synced: 30 Oct 2024
https://github.com/quantumiracle/upesi
Code for paper Not Only Domain Randomization: Universal Policy with Embedding System Identification.
Last synced: 30 Oct 2024
https://github.com/quantumiracle/machine_learning_basic_algorithms-pytorch
Pytorch based codes. Implementations of most popular algorithms at present.
Last synced: 30 Oct 2024
https://github.com/quantumiracle/fpga_feedforward-neural-network_for_qubit_discrimination
Last synced: 30 Oct 2024
https://github.com/quantumiracle/robotics_modules
A collection of basic modules used in robotics.
Last synced: 30 Oct 2024