MattChanTK / ai-gymLinks
Repository of deep learning and robotics related practice projects.
☆43Updated 5 years ago
Alternatives and similar repositories for ai-gym
Users that are interested in ai-gym are comparing it to the libraries listed below
Sorting:
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆176Updated 3 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Updated 5 years ago
- Source code for OpenAI Retro Contest for Sonic the Hedgehog☆31Updated 7 years ago
- Tensorflow implementation of generative adversarial imitation learning☆199Updated 7 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆184Updated 7 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆124Updated 9 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆115Updated 6 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆57Updated 8 years ago
- Simple grid-world environment compatible with OpenAI-gym☆50Updated 5 years ago
- reimplementation of the ddpg algorithm using tensorflow☆38Updated 8 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated 2 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆218Updated 6 years ago
- Codes of our team for the OpenAI Retro Contest of reinforcement learning☆99Updated 7 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆138Updated last year
- A high-performance Atari A3C agent in 180 lines of PyTorch☆172Updated 4 years ago
- A simple Gridworld environment for Open AI gym☆25Updated 7 years ago
- implement of prioritized experience replay☆159Updated 7 years ago
- Reinforcement learning models in ViZDoom environment☆130Updated 3 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆116Updated last year
- C51-DDQN in Keras☆126Updated 7 years ago
- PPO implementation for OpenAI gym environment based on Unity ML Agents☆150Updated 7 years ago
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆58Updated 7 years ago
- This is the code for the "How to Beat Pong Using Policy Gradients (LIVE)" by Siraj Raval on Youtube☆70Updated 8 years ago
- Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.☆66Updated 7 years ago
- ICML 2018 Self-Imitation Learning☆277Updated 5 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Updated 6 years ago
- Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow☆103Updated 5 years ago
- Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advanta…☆189Updated last year
- Exploration Strategies for Deep Reinforcement Learning☆39Updated 6 years ago
- Repository for codes of 'Deep Reinforcement Learning'☆218Updated 6 years ago