Tianshou/tianshou/core/README.md

# policy

YongRen

### base, stochastic

follow OnehotCategorical to write Gaussian, can be in the same file as stochastic.py

### deterministic

not sure how to write, but should at least have act() method to interact with environment

DQN should have an effective argmax_{actions}() method to use as a value network


# losses

TongzhengRen

seems to be direct python functions. Though the management of placeholders may require some discussion. also may write it in a functional form.
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`# policy`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`YongRen`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`### base, stochastic`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`follow OnehotCategorical to write Gaussian, can be in the same file as stochastic.py`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`### deterministic`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`not sure how to write, but should at least have act() method to interact with environment`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`DQN should have an effective argmax_{actions}() method to use as a value network`
modification to docs of mcts 2017-11-18 09:37:15 +08:00


model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`# losses`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`TongzhengRen`
modification to docs of mcts 2017-11-18 09:37:15 +08:00
model-free rl first commit, with ppo_example.py in examples/ and task delegations in ppo_example.py and READMEs 2017-12-08 21:09:23 +08:00			`seems to be direct python functions. Though the management of placeholders may require some discussion. also may write it in a functional form.`