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Fork of panda-gym by https://github.com/qgallouedec for master thesis on collision free real time trajectory planning using reinforcement learning (graded 1.0))

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Modified Panda-Gym for Master thesis on collision free real time trajectory planning using reinforcement learning (graded 1.0)

Conceptualised and implemented curriculum learning framework for learning agent with generalisation capabilities that surpasses current state of science (July 2023) Uses vectorized version of Hindsight Experience Replay for faster training and domain randomization techniques. Includes analytical motion planner for comparison.

panda-gym

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Fork of panda-gym by https://github.com/qgallouedec for master thesis on collision free real time trajectory planning using reinforcement learning (graded 1.0))

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  • Python 74.4%
  • Jupyter Notebook 25.4%
  • Makefile 0.2%