mrahtz / tensorflow-rl-pong
Pong AI trained using policy gradient-based reinforcement learning
☆51Updated last year
Related projects ⓘ
Alternatives and complementary repositories for tensorflow-rl-pong
- Reinforcement Learning using Policy Gradient to solve OpenAI Gym games☆111Updated 6 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆160Updated 7 years ago
- Tensorflow implementation of generative adversarial imitation learning☆200Updated 6 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 5 years ago
- implement of prioritized experience replay☆156Updated 6 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆112Updated 6 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆159Updated 4 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 7 months ago
- Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.☆101Updated 4 years ago
- Code for hierarchical imitation learning and reinforcement learning☆286Updated 6 years ago
- Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym envir…☆275Updated 6 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆180Updated 6 years ago
- Deep Recurrent Attention Reinforcement Learning in Atari☆82Updated 6 years ago
- My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning☆90Updated 5 years ago
- Proximal Policy Optimization implementation with TensorFlow☆104Updated 6 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆75Updated 7 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated last year
- Actor-critic with experience replay☆252Updated 2 years ago
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 4 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 4 years ago
- Implementation of algorithms for continuous control (DDPG and NAF).☆307Updated 3 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆178Updated 7 years ago
- ICML 2018 Self-Imitation Learning☆276Updated 4 years ago
- Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advanta…☆173Updated 2 months ago
- Accompanying repository for Let's make a DQN / A3C series.☆391Updated 6 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Updated 6 years ago
- A continuous action space version of A3C LSTM in pytorch plus A3G design☆258Updated last month
- advantage actor-critic reinforcement learning for openai gym cartpole☆64Updated 7 years ago
- Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow☆101Updated 4 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆189Updated 5 years ago