A Deep Reinforcement Learning Framework
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Oct 6, 2018 - Python
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pytorch-rl
Here are 58 public repositories matching this topic...
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Jul 5, 2018 - Python
This work brings together the efforts of Narasimhan et al. and Adolphs et al. to tackle the task of building an AI agent that can play efficiently and win simplified text-based games.
natural-language-processing reinforcement-learning natural-language-understanding pytorch-rl pytorch-nlp
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Nov 11, 2020 - Python
Implementation of Deep Q Learning algorithms in pytorch
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Mar 2, 2021 - Python
A PyTorch implementation of a DQN agent to solve CartPole-V0 task from OpenAI Gym.
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Aug 12, 2018 - Jupyter Notebook
Best solution on OpenAI Leaderboard(for Nov 2019)
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Mar 31, 2021 - Python
Virtual self driving car with reinforcement learning using Kivy & PyTorch framework.
python reinforcement-learning python3 pytorch artificial-intelligence kivy self-driving-car artificial-neural-networks kivy-framework pytorch-rl
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Jul 1, 2020 - Python
deep reinforcement learning in pytorch
deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning dqn ddpg pytorch-dqn pytorch-rl pytorch-ddpg
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Nov 28, 2017 - Jupyter Notebook
On-policy RL (VPG, PPO) algorithms from scratch
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Jul 1, 2025 - Python
This repository models stock trading as an MDP an uses Deep Reinforcement Learning with risk-sensitive approaches to develop stock trading policies obeying market constraints while trying to maximize returns and minimize risk
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Jun 3, 2025 - Python
Modular Deep RL infrastructure in PyTorch
reinforcement-learning deep-reinforcement-learning policy-gradient hierarchical-reinforcement-learning pytorch-rl proximal-policy-optimization ppo a2c option-critic
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Jul 25, 2024 - Python
Collaboration and Competition (using multi agent reinforcement learning). Train a pair of agents to play tennis.
reinforcement-learning deep-learning collaboration pytorch tennis agents pytorch-rl unity-environment
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Sep 23, 2022 - Jupyter Notebook
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Apr 15, 2019 - Python
Combining Improvements in Deep Reinforcement Learning
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Oct 15, 2021 - Python
[IROS 2023] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot
robotics robot-learning pytorch-rl hindsight-experience-replay reinfocement-learning hierachical-reinforcement-learning goal-conditioned-rl long-horizon-robotic-manipulation
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Feb 24, 2025 - Python
Dynamic Simulation Environments for Reinforcement Learning
deep-neural-networks reinforcement-learning deep-learning neural-network robocup pytorch autonomous-driving autonomous-vehicles pytorch-rl pytorch-implementation reinforcement-learning-environments curiosity-rl dynamic-simulation-environments
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Apr 17, 2021 - Python
An accompanying code and experiments' results for Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear Order
reinforcement-learning pytorch pytorch-rl language-grounding reinforcement-learning-environments multi-goal order-connectors
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Oct 30, 2019 - Jupyter Notebook
Reinforcement Learning modules for pytorch.
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Oct 23, 2019 - Python
Implementation of upside down Reinforcement Learning
reinforcement-learning reinforcement-learning-algorithms pytorch-rl upside-down-reinforcement-learning
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Jan 2, 2020 - Python
In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain
reinforcement-learning bitcoin optimization deep-reinforcement-learning mining dynamic-programming gym-environment pytorch-rl dqn-pytorch ppo-agent
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Jun 14, 2021 - Jupyter Notebook
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