A simple framework for experimenting with Reinforcement Learning in Python.
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Feb 27, 2024 - Python
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mdp
Here are 79 public repositories matching this topic...
A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.
deep-reinforcement-learning dqn mdp offloading deep-q-network markov-decision-processes resource-management performance-evaluation mec ddqn edge-computing lstm-networks network-optimization d3qn
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Apr 5, 2025 - Python
Online Replanning in Belief Space for Partially Observable Task and Motion Problems
robotics motion-planning mdp stochasticity manipulation pddl pomdp planning-algorithms pybullet belief-space partial-observability pddlstream
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Oct 18, 2022 - Python
Agent Git: Agent Version Control, Open-Branching, and Reinforcement Learning MDP for Agentic AI. A Standalone Agentic AI Infrastructure Layer for LangGraph Ecosystems
python agent infrastructure machine-learning reinforcement-learning ai version-control mdp branch agno langchain langgraph agentic-ai agentic-ai-development agent-development-kit agent-git
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Nov 28, 2025 - Python
Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.
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Jan 23, 2023 - Python
Feature selection for maximizing expected cumulative reward
reinforcement-learning feature-selection greedy mdp principal-component-analysis mixed-factor-analysis feature-discretization
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Nov 29, 2017 - Python
Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.
ai genetic-algorithm q-learning artificial-intelligence mdp genetic-algorithms traffic-control traffic-flow traffic-light-system mdp-framework
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Feb 27, 2023 - Python
Probabilistic planning in continuous state-action MDPs in TensorFlow.
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Jun 21, 2022 - Python
Pathfinding Using Reinforcement Learning
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May 21, 2019 - Python
MDP-ProbLog is a framework to represent and solve (infinite-horizon) MDPs specified by probabilistic logic programming.
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Jan 19, 2023 - Python
Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.
planning gym mdp benchmarks benchmarking-suite benchmark-suite gymnasium planning-domain-definition-language gym-environments rddl rddl-domains
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Feb 2, 2026 - Python
Principles & Applications of Artificial Intelligence at Amirkabir University of Technology course projects
search reinforcement-learning q-learning constraint-satisfaction-problem mdp sampling markov-decision-processes bayes-network pacman-projects
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Jul 13, 2022 - Python
In- and post- process methods for optimizing explanations path based on newly defined quantitative explanation metrics
reinforcement-learning metrics knowledge-graph mdp recsys recommender-system knowledge-graph-completion recommender-systems knowledge-graph-embeddings knowledge-aware-recommendation knowledge-graphs explanation-quality explainations
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Oct 29, 2022 - Python
Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.
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Dec 4, 2023 - Python
Sample projects to learn reinforcement learning and deep reinforcement learning in practice.
reinforcement-learning deep-learning deep-reinforcement-learning q-learning dqn mdp rl markov-decision-processes sample-code drl q-table
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Dec 16, 2023 - Python
Implemented reinforcement learning algorithms, including Value-Iteration and Q-Learning, for a 2D grid world Markov Decision Process resembling a Pac-man game. Also applied the Mini-Max algorithm and common path-planning techniques such as A*, Dijkstra, and bidirectional search.
reinforcement-learning astar-algorithm q-learning path-planning mdp rl dijkstra minimax markov-decision-processes value-iteration bidirectional-search pac-man-game
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Nov 11, 2023 - Python
A grid world simulation environment
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Nov 20, 2017 - Python
Mathematical implementation of robotics algorisms such as MDP, EKF, RRT, and etc.
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Sep 24, 2021 - Python
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